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ORCIDHenning Müller
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- affiliation: University of Applied Sciences Western Switzerland, Sierre
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2020 – today
- 2024
[j101]Marek Wodzinski
, Niccolò Marini, Manfredo Atzori, Henning Müller:
RegWSI: Whole slide image registration using combined deep feature- and intensity-based methods: Winner of the ACROBAT 2023 challenge. Comput. Methods Programs Biomed. 250: 108187 (2024)- [j100]Juan Pedro Dominguez-Morales, Lourdes Duran-Lopez, Niccolò Marini, Saturnino Vicente Diaz, Alejandro Linares-Barranco, Manfredo Atzori, Henning Müller:
A systematic comparison of deep learning methods for Gleason grading and scoring. Medical Image Anal. 95: 103191 (2024) - [j99]Philippe Weitz, Masi Valkonen, Leslie Solorzano, Circe Carr, Kimmo Kartasalo, Constance Boissin, Sonja Koivukoski, Aino Kuusela, Dusan Rasic, Yanbo Feng, Sandra Kristiane Sinius Pouplier, Abhinav Sharma, Kajsa Ledesma Eriksson, Stephanie Robertson, Christian Marzahl, Chandler D. Gatenbee, Alexander R. A. Anderson, Marek Wodzinski, Artur Jurgas, Niccolò Marini, Manfredo Atzori, Henning Müller, Daniel Budelmann, Nick Weiss, Stefan Heldmann, Johannes Lotz, Jelmer M. Wolterink, Bruno De Santi, Abhijeet Patil, Amit Sethi, Satoshi Kondo, Satoshi Kasai, Kousuke Hirasawa, Mahtab Farrokh, Neeraj Kumar, Russell Greiner, Leena Latonen, Anne-Vibeke Laenkholm, Johan Hartman, Pekka Ruusuvuori, Mattias Rantalainen:
The ACROBAT 2022 challenge: Automatic registration of breast cancer tissue. Medical Image Anal. 97: 103257 (2024) - [j98]Niccolò Marini, Stefano Marchesin, Marek Wodzinski, Alessandro Caputo, Damian Podareanu, Bryan Cardenas Guevara, Svetla Boytcheva, Simona Vatrano, Filippo Fraggetta, Francesco Ciompi, Gianmaria Silvello, Henning Müller, Manfredo Atzori:
Multimodal representations of biomedical knowledge from limited training whole slide images and reports using deep learning. Medical Image Anal. 97: 103303 (2024) - [j97]Daniel Reichenpfader, Henning Müller, Kerstin Denecke:
A scoping review of large language model based approaches for information extraction from radiology reports. npj Digit. Medicine 7(1) (2024) - [c325]Bogdan Ionescu, Henning Müller, Ana-Maria Dragulinescu, Johannes Rückert, Asma Ben Abacha, Alba García Seco de Herrera, Louise Bloch, Raphael Brüngel, Ahmad Idrissi-Yaghir, Henning Schäfer, Cynthia Sabrina Schmidt, Tabea Margareta Grace Pakull, Hendrik Damm, Benjamin Bracke, Christoph M. Friedrich, Alexandra-Georgiana Andrei, Yuri Prokopchuk, Dzmitry Karpenka, Ahmedkhan Radzhabov, Vassili Kovalev, Cécile Macaire, Didier Schwab, Benjamin Lecouteux, Emmanuelle Esperança-Rodier, Wen-wai Yim, Yujuan Fu, Zhaoyi Sun, Meliha Yetisgen, Fei Xia, Steven Alexander Hicks, Michael A. Riegler, Vajira Thambawita, Andrea M. Storås, Pål Halvorsen, Maximilian Heinrich, Johannes Kiesel, Martin Potthast, Benno Stein:
Overview of the ImageCLEF 2024: Multimedia Retrieval in Medical Applications. CLEF (2) 2024: 140-164 - [c324]Alexis Joly, Lukás Picek, Stefan Kahl, Hervé Goëau, Vincent Espitalier, Christophe Botella, Diego Marcos, Joaquim Estopinan, César Leblanc, Théo Larcher, Milan Sulc, Marek Hrúz, Maximilien Servajean, Hervé Glotin, Robert Planqué, Willem-Pier Vellinga, Holger Klinck, Tom Denton, Ivan Eggel, Pierre Bonnet, Henning Müller:
Overview of LifeCLEF 2024: Challenges on Species Distribution Prediction and Identification. CLEF (2) 2024: 183-207 - [c323]Alexandra-Georgiana Andrei, Ahmedkhan Radzhabov, Dzmitry Karpenka, Yuri Prokopchuk, Vassili Kovalev, Bogdan Ionescu, Henning Müller:
Overview of the 2024 ImageCLEFmedical GANs Task - Investigating Generative Models' Impact on Biomedical Synthetic Images. CLEF (Working Notes) 2024: 1412-1428 - [c322]Johannes Rückert, Asma Ben Abacha, Alba Garcia Seco de Herrera, Louise Bloch, Raphael Brüngel, Ahmad Idrissi-Yaghir, Henning Schäfer, Benjamin Bracke, Hendrik Damm, Tabea Margareta Grace Pakull, Cynthia Sabrina Schmidt, Henning Müller, Christoph M. Friedrich:
Overview of ImageCLEFmedical 2024 - Caption Prediction and Concept Detection. CLEF (Working Notes) 2024: 1437-1455 - [c321]Nicola Ferro, Julio Gonzalo, Jussi Karlgren, Henning Müller:
The CLEF 2024 Monster Track: One Lab to Rule Them All. ECIR (6) 2024: 11-18 - [c320]Alexis Joly, Lukás Picek, Stefan Kahl, Hervé Goëau, Vincent Espitalier, Christophe Botella, Benjamin Deneu, Diego Marcos, Joaquim Estopinan, César Leblanc, Théo Larcher, Milan Sulc, Marek Hrúz, Maximilien Servajean, Jirí Matas, Hervé Glotin, Robert Planqué, Willem-Pier Vellinga, Holger Klinck, Tom Denton, Andrew M. Durso, Ivan Eggel, Pierre Bonnet, Henning Müller:
LifeCLEF 2024 Teaser: Challenges on Species Distribution Prediction and Identification. ECIR (6) 2024: 19-27 - [c319]Bogdan Ionescu, Henning Müller, Ana-Maria Claudia Dragulinescu, Ahmad Idrissi-Yaghir, Ahmedkhan Radzhabov, Alba Garcia Seco de Herrera, Alexandra Andrei, Alexandru Stan, Andrea M. Storås, Asma Ben Abacha, Benjamin Lecouteux, Benno Stein, Cécile Macaire, Christoph M. Friedrich, Cynthia S. Schmidt, Didier Schwab, Emmanuelle Esperança-Rodier, George Ioannidis, Griffin Adams, Henning Schäfer, Hugo Manguinhas, Ioan Coman, Johanna Schöler, Johannes Kiesel, Johannes Rückert, Louise Bloch, Martin Potthast, Maximilian Heinrich, Meliha Yetisgen, Michael A. Riegler, Neal Snider, Pål Halvorsen, Raphael Brüngel, Steven Alexander Hicks, Vajira Thambawita, Vassili Kovalev, Yuri Prokopchuk, Wen-wai Yim:
Advancing Multimedia Retrieval in Medical, Social Media and Content Recommendation Applications with ImageCLEF 2024. ECIR (6) 2024: 44-52 - [c318]Marek Wodzinski, Henning Müller:
Patch-Based Encoder-Decoder Architecture For Automatic Transmitted Light To Fluorescence Imaging Transition: Contribution To The Lightmycells Challenge. ISBI 2024: 1-4 - [c317]Anastasiia Rozhyna, Gábor Márk Somfai, Manfredo Atzori, Henning Müller:
An Overview of Public Retinal Optical Coherence Tomography Datasets: Access, Annotations, and Beyond. MIE 2024: 1664-1668 - [c316]Anjani Dhrangadhariya, Gaetano Manzo, Henning Müller:
PICO to PICOS: Weak Supervision to Extend Datasets with New Labels. MIE 2024: 1775-1779 - [c315]Marek Wodzinski, Henning Müller:
Automatic Registration of SHG and H&E Images with Feature-Based Initial Alignment and Intensity-Based Instance Optimization: Contribution to the COMULIS Challenge. WBIR 2024: 346-357 - [i41]Mario Martínez-Zarzuela, David González Ortega, Míriam Antón-Rodríguez, Francisco Javier Díaz Pernas, Henning Müller, Cristina Simon-Martinez:
A comparative study on wearables and single-camera video for upper-limb out-of-thelab activity recognition with different deep learning architectures. CoRR abs/2402.05958 (2024) - [i40]Marek Wodzinski, Niccolò Marini, Manfredo Atzori, Henning Müller:
RegWSI: Whole Slide Image Registration using Combined Deep Feature- and Intensity-Based Methods: Winner of the ACROBAT 2023 Challenge. CoRR abs/2404.13108 (2024) - [i39]Marek Wodzinski, Niccolò Marini, Manfredo Atzori, Henning Müller:
DeeperHistReg: Robust Whole Slide Images Registration Framework. CoRR abs/2404.14434 (2024) - [i38]Johannes Rückert, Louise Bloch, Raphael Brüngel, Ahmad Idrissi-Yaghir, Henning Schäfer, Cynthia S. Schmidt, Sven Koitka, Obioma Pelka, Asma Ben Abacha, Alba García Seco de Herrera, Henning Müller, Peter A. Horn, Felix Nensa, Christoph M. Friedrich:
ROCOv2: Radiology Objects in COntext Version 2, an Updated Multimodal Image Dataset. CoRR abs/2405.10004 (2024) - [i37]Marek Wodzinski, Henning Müller:
Patch-Based Encoder-Decoder Architecture for Automatic Transmitted Light to Fluorescence Imaging Transition: Contribution to the LightMyCells Challenge. CoRR abs/2406.01187 (2024) - [i36]Artur Jurgas, Marek Wodzinski, Marina D'Amato, Jeroen van der Laak, Manfredo Atzori, Henning Müller:
Improving Quality Control of Whole Slide Images by Explicit Artifact Augmentation. CoRR abs/2406.11538 (2024) - [i35]Niccolò Marini, Stefano Marchesin, Lluis Borras Ferris, Simon Püttmann, Marek Wodzinski, Riccardo Fratti, Damian Podareanu, Alessandro Caputo, Svetla Boytcheva, Simona Vatrano, Filippo Fraggetta, Iris Nagtegaal, Gianmaria Silvello, Manfredo Atzori, Henning Müller:
Automatic Labels are as Effective as Manual Labels in Biomedical Images Classification with Deep Learning. CoRR abs/2406.14351 (2024) - [i34]Nataliia Molchanova, Alessandro Cagol, Pedro M. Gordaliza, Mario Ocampo-Pineda, Po-Jui Lu, Matthias Weigel, Xinjie Chen, Adrien Depeursinge, Cristina Granziera, Henning Müller, Meritxell Bach Cuadra:
Interpretability of Uncertainty: Exploring Cortical Lesion Segmentation in Multiple Sclerosis. CoRR abs/2407.05761 (2024) - [i33]Zhuxian Guo, Amine Marzouki, Jean-François Emile, Henning Müller, Camille Kurtz, Nicolas Loménie:
Lymphoid Infiltration Assessment of the Tumor Margins in H&E Slides. CoRR abs/2407.16464 (2024) - [i32]Marek Wodzinski, Henning Müller:
Automatic Registration of SHG and H&E Images with Feature-based Initial Alignment and Intensity-based Instance Optimization: Contribution to the COMULIS Challenge. CoRR abs/2409.15931 (2024) - 2023
- [j96]Alessandro Scano, Néstor J. Jarque-Bou, Cristina Brambilla, Manfredo Atzori, Andrea d'Avella, Henning Müller:
Functional Synergies Applied to a Publicly Available Dataset of Hand Grasps Show Evidence of Kinematic-Muscular Synergistic Control. IEEE Access 11: 108544-108560 (2023) - [j95]Mara Graziani, Lidia Dutkiewicz, Davide Calvaresi, José Pereira Amorim, Katerina Yordanova, Mor Vered, Rahul Nair, Pedro Henriques Abreu, Tobias Blanke, Valeria Pulignano, John O. Prior, Lode Lauwaert, Wessel Reijers, Adrien Depeursinge, Vincent Andrearczyk, Henning Müller:
A global taxonomy of interpretable AI: unifying the terminology for the technical and social sciences. Artif. Intell. Rev. 56(4): 3473-3504 (2023) - [j94]Selene Tomassini, Nicola Falcionelli, Giulia Bruschi, Agnese Sbrollini, Niccolò Marini, Paolo Sernani, Micaela Morettini, Henning Müller, Aldo Franco Dragoni, Laura Burattini:
On-cloud decision-support system for non-small cell lung cancer histology characterization from thorax computed tomography scans. Comput. Medical Imaging Graph. 110: 102310 (2023) - [j93]Seyed Mohammad Alizadeh, Mohammad Sadegh Helfroush, Henning Müller:
A novel Siamese deep hashing model for histopathology image retrieval. Expert Syst. Appl. 225: 120169 (2023) - [j92]Benjamin Kisliuk, Jan Christoph Krause, Hendrik Meemken, Juan Carlos Saborío-Morales, Henning Müller, Joachim Hertzberg:
AI in Current and Future Agriculture: An Introductory Overview. Künstliche Intell. 37(2): 117-132 (2023) - [j91]Mara Graziani, Laura O'Mahony, An-Phi Nguyen, Henning Müller, Vincent Andrearczyk:
Uncovering Unique Concept Vectors through Latent Space Decomposition. Trans. Mach. Learn. Res. 2023 (2023) - [c314]Bogdan Ionescu, Henning Müller, Ana-Maria Dragulinescu, Wen-wai Yim, Asma Ben Abacha, Neal Snider, Griffin Adams, Meliha Yetisgen, Johannes Rückert, Alba García Seco de Herrera, Christoph M. Friedrich, Louise Bloch, Raphael Brüngel, Ahmad Idrissi-Yaghir, Henning Schäfer, Steven Alexander Hicks, Michael A. Riegler, Vajira Thambawita, Andrea M. Storås, Pål Halvorsen, Nikolaos Papachrysos, Johanna Schöler, Debesh Jha, Alexandra-Georgiana Andrei, Ioan Coman, Vassili Kovalev, Ahmedkhan Radzhabov, Yuri Prokopchuk, Liviu-Daniel Stefan, Mihai Gabriel Constantin, Mihai Dogariu, Jérôme Deshayes, Adrian Popescu:
Overview of the ImageCLEF 2023: Multimedia Retrieval in Medical, Social Media and Internet Applications. CLEF 2023: 370-396 - [c313]Alexis Joly, Christophe Botella, Lukás Picek, Stefan Kahl, Hervé Goëau, Benjamin Deneu, Diego Marcos, Joaquim Estopinan, César Leblanc, Théo Larcher, Rail Chamidullin, Milan Sulc, Marek Hrúz, Maximilien Servajean, Hervé Glotin, Robert Planqué, Willem-Pier Vellinga, Holger Klinck, Tom Denton, Ivan Eggel, Pierre Bonnet, Henning Müller:
Overview of LifeCLEF 2023: Evaluation of AI Models for the Identification and Prediction of Birds, Plants, Snakes and Fungi. CLEF 2023: 416-439 - [c312]Alexandra-Georgiana Andrei, Ahmedkhan Radzhabov, Ioan Coman, Vassili Kovalev, Bogdan Ionescu, Henning Müller:
Overview of ImageCLEFmedical GANs 2023 Task - Identifying Training Data "Fingerprints" in Synthetic Biomedical Images Generated by GANs for Medical Image Security. CLEF (Working Notes) 2023: 1305-1315 - [c311]Johannes Rückert, Asma Ben Abacha, Alba Garcia Seco de Herrera, Louise Bloch, Raphael Brüngel, Ahmad Idrissi-Yaghir, Henning Schäfer, Henning Müller, Christoph M. Friedrich:
Overview of ImageCLEFmedical 2023 - Caption Prediction and Concept Detection. CLEF (Working Notes) 2023: 1328-1346 - [c310]Laura O'Mahony, Vincent Andrearczyk, Henning Müller, Mara Graziani:
Disentangling Neuron Representations with Concept Vectors. CVPR Workshops 2023: 3770-3775 - [c309]Bogdan Ionescu, Henning Müller, Ana-Maria Claudia Dragulinescu, Adrian Popescu, Ahmad Idrissi-Yaghir, Alba García Seco de Herrera, Alexandra Andrei, Alexandru Stan, Andrea M. Storås, Asma Ben Abacha, Christoph M. Friedrich, George Ioannidis, Griffin Adams, Henning Schäfer, Hugo Manguinhas, Ihar Filipovich, Ioan Coman, Jérôme Deshayes, Johanna Schöler, Johannes Rückert, Liviu-Daniel Stefan, Louise Bloch, Meliha Yetisgen, Michael A. Riegler, Mihai Dogariu, Mihai Gabriel Constantin, Neal Snider, Nikolaos Papachrysos, Pål Halvorsen, Raphael Brüngel, Serge Kozlovski, Steven Hicks, Thomas de Lange, Vajira Thambawita, Vassili Kovalev, Wen-wai Yim:
ImageCLEF 2023 Highlight: Multimedia Retrieval in Medical, Social Media and Content Recommendation Applications. ECIR (3) 2023: 557-567 - [c308]Alexis Joly, Hervé Goëau, Stefan Kahl, Lukás Picek, Christophe Botella, Diego Marcos, Milan Sulc, Marek Hrúz, Titouan Lorieul, Sara Si-Moussi, Maximilien Servajean, Benjamin Kellenberger, Elijah Cole, Andrew Durso, Hervé Glotin, Robert Planqué, Willem-Pier Vellinga, Holger Klinck, Tom Denton, Ivan Eggel, Pierre Bonnet, Henning Müller:
LifeCLEF 2023 Teaser: Species Identification and Prediction Challenges. ECIR (3) 2023: 568-576 - [c307]Artur Jurgas, Marek Wodzinski, Weronika Celniak, Manfredo Atzori, Henning Müller:
Artifact Augmentation for Learning-based Quality Control of Whole Slide Images. EMBC 2023: 1-4 - [c306]Lukas Hesse, Maik Fruhner, Heiko Tapken, Henning Müller:
Computer-Vision-basierte Aktivitätserkennung bei Schweinen. GIL Jahrestagung 2023: 101-112 - [c305]Zhuxian Guo, Qitong Wang, Henning Müller, Themis Palpanas, Nicolas Loménie, Camille Kurtz:
A Hierarchical Transformer Encoder to Improve Entire Neoplasm Segmentation on Whole Slide Images of Hepatocellular Carcinoma. ISBI 2023: 1-5 - [c304]Nataliia Molchanova, Vatsal Raina, Andrey Malinin, Francesco La Rosa, Henning Müller, Mark J. F. Gales, Cristina Granziera, Mara Graziani, Meritxell Bach Cuadra:
Novel Structural-Scale Uncertainty Measures and Error Retention Curves: Application to Multiple Sclerosis. ISBI 2023: 1-5 - [c303]Vatsal Raina, Nataliia Molchanova, Mara Graziani, Andrey Malinin, Henning Müller, Meritxell Bach Cuadra, Mark J. F. Gales:
Tackling Bias in the Dice Similarity Coefficient: Introducing NDSC for White Matter Lesion Segmentation. ISBI 2023: 1-5 - [c302]Marek Wodzinski, Henning Müller:
Improving Segmentation of Hypoxic Ischemic Encephalopathy Lesions by Heavy Data Augmentation: Contribution to the BONBID Challenge. BONBID-HIE@MICCAI 2023: 28-33 - [c301]Marek Wodzinski, Henning Müller:
Automatic Aorta Segmentation with Heavily Augmented, High-Resolution 3-D ResUNet: Contribution to the SEG.A Challenge. SEG.A@MICCAI 2023: 42-54 - [c300]Anjani Dhrangadhariya, Roger Hilfiker, Martin Sattelmayer, Katia Giacomino, Rahel Caliesch, Simone Elsig, Nona Naderi, Henning Müller:
First Steps Towards a Risk of Bias Corpus of Randomized Controlled Trials. MIE 2023: 586-590 - [c299]Artur Jurgas, Marek Wodzinski, Manfredo Atzori, Henning Müller:
Robust Multiresolution and Multistain Background Segmentation in Whole Slide Images. PCBBE 2023: 29-40 - [c298]Anjani Dhrangadhariya, Wojciech Kusa, Henning Müller, Allan Hanbury:
HEVS-TUW at SemEval-2023 Task 8: Ensemble of Language Models and Rule-based Classifiers for Claims Identification and PICO Extraction. SemEval@ACL 2023: 1776-1782 - [e26]Christa Hoffmann, Anthony Stein, Arno Ruckelshausen, Henning Müller, Thilo Steckel, Helga Floto:
43. GIL-Jahrestagung, Resiliente Agri-Food-Systeme, 13.-14. Februar 2023, Osnabrück, Germany. LNI P-330, Gesellschaft für Informatik e.V. 2023, ISBN 978-3-88579-724-1 [contents] - [d14]Anjani Dhrangadhariya, Roger Hilfiker, Henning Müller:
Dataset for Machine Learning Assisted Citation Screening for Systematic Reviews. Zenodo, 2023
- [d13]Anjani Dhrangadhariya, Roger Hilfiker, Martin Sattelmayer, Katia Giacomino, Rahel Caliesch, Simone Elsig, Nona Naderi, Henning Müller:
First Steps towards a Risk of Bias Corpus of Randomized Controlled Trials. Version 1.0. Zenodo, 2023 [all versions] - [d12]Anjani Dhrangadhariya, Roger Hilfiker, Martin Sattelmayer, Katia Giacomino, Rahel Caliesch, Simone Elsig, Nona Naderi, Henning Müller:
First Steps towards a Risk of Bias Corpus of Randomized Controlled Trials. Version 1.0. Zenodo, 2023 [all versions] - [d11]Anjani Dhrangadhariya, Roger Hilfiker, Martin Sattelmayer, Katia Giacomino, Rahel Caliesch, Simone Elsig, Nona Naderi, Henning Müller:
First Steps towards a Risk of Bias Corpus of Randomized Controlled Trials. Version 1.0. Zenodo, 2023 [all versions] - [d10]Mario Martínez-Zarzuela, Javier González-Alonso, Míriam Antón-Rodríguez, Francisco Javier Díaz Pernas, Henning Müller, Cristina Simon-Martinez:
VIDIMU. Multimodal video and IMU kinematic dataset on daily life activities using affordable devices. Version v1.0.0. Zenodo, 2023 [all versions] - [d9]Mario Martínez-Zarzuela, Javier González-Alonso, Míriam Antón-Rodríguez, Francisco Javier Díaz Pernas, Henning Müller, Cristina Simon-Martinez:
VIDIMU. Multimodal video and IMU kinematic dataset on daily life activities using affordable devices. Version v1.1.0. Zenodo, 2023 [all versions] - [d8]Johannes Rückert, Christoph Balada, Raphael Brüngel, Ahmad Idrissi-Yaghir, Henning Schäfer, Cynthia S. Schmidt, Sven Koitka, Obioma Pelka, Asma Ben Abacha, Alba Garcia Seco de Herrera, Henning Müller, Peter A. Horn, Felix Nensa, Christoph M. Friedrich:
ROCOv2: Radiology Objects in COntext Version 2, An Updated Multimodal Image Dataset. Version 2.0. Zenodo, 2023 [all versions] - [d7]Johannes Rückert, Louise Bloch, Raphael Brüngel, Ahmad Idrissi-Yaghir, Henning Schäfer, Cynthia S. Schmidt, Sven Koitka, Obioma Pelka, Asma Ben Abacha, Alba Garcia Seco de Herrera, Henning Müller, Peter A. Horn, Felix Nensa, Christoph M. Friedrich:
ROCOv2: Radiology Objects in COntext Version 2, An Updated Multimodal Image Dataset. Version 2.0.1. Zenodo, 2023 [all versions] - [d6]Cristina Simon-Martinez, Maria-Paraskevi Antoniou, Lora Fanda, Pawel J. Matusz, Henning Müller:
Reaching and grasping objects in depth for people with stereovision deficits and healthy controls - software executable. Version 1. Zenodo, 2023 [all versions] - [d5]Cristina Simon-Martinez, Maria-Paraskevi Antoniou, Lora Fanda, Pawel J. Matusz, Henning Müller:
Reaching and grasping objects in depth for people with stereovision deficits and healthy controls - software executable. Version 2. Zenodo, 2023 [all versions] - [d4]Cristina Simon-Martinez, Maria-Paraskevi Antoniou, Lora Fanda, Pawel J. Matusz, Henning Müller:
Reaching and grasping objects in depth for people with stereovision deficits and healthy controls. Zenodo, 2023 - [i31]Alexander Schlüter, Henning Müller, Sikang Yan, Erik Faust, Ralf Müller:
A Lattice Boltzmann Method for Elastic Solids Under Plane Strain Deformation. CoRR abs/2301.00228 (2023) - [i30]Annika Reinke, Minu Tizabi, Michael Baumgartner, Matthias Eisenmann, Doreen Heckmann-Nötzel, A. Emre Kavur, Tim Rädsch, Carole H. Sudre, Laura Ación, Michela Antonelli, Tal Arbel, Spyridon Bakas, Arriel Benis, Matthew B. Blaschko, Florian Büttner, M. Jorge Cardoso, Veronika Cheplygina, Jianxu Chen, Evangelia Christodoulou, Beth A. Cimini, Gary S. Collins, Keyvan Farahani, Luciana Ferrer, Adrian Galdran, Bram van Ginneken, Ben Glocker, Patrick Godau, Robert Haase, Daniel A. Hashimoto, Michael M. Hoffman, Merel Huisman, Fabian Isensee, Pierre Jannin, Charles E. Kahn, Dagmar Kainmueller, Bernhard Kainz, Alexandros Karargyris, Alan Karthikesalingam, Hannes Kenngott, Jens Kleesiek, Florian Kofler, Thijs Kooi, Annette Kopp-Schneider, Michal Kozubek, Anna Kreshuk, Tahsin M. Kurç, Bennett A. Landman, Geert Litjens, Amin Madani, Klaus H. Maier-Hein, Anne L. Martel, Peter Mattson, Erik Meijering, Bjoern H. Menze, Karel G. M. Moons, Henning Müller, Brennan Nichyporuk, Felix Nickel, Jens Petersen, Susanne M. Rafelski, Nasir M. Rajpoot, Mauricio Reyes, Michael A. Riegler, Nicola Rieke, Julio Saez-Rodriguez, Clara I. Sánchez, Shravya Shetty, Maarten van Smeden, Ronald M. Summers, Abdel A. Taha, Aleksei Tiulpin, Sotirios A. Tsaftaris, Ben Van Calster, Gaël Varoquaux, Manuel Wiesenfarth, Ziv R. Yaniv, Paul F. Jäger, Lena Maier-Hein:
Understanding metric-related pitfalls in image analysis validation. CoRR abs/2302.01790 (2023) - [i29]Vatsal Raina, Nataliia Molchanova, Mara Graziani, Andrey Malinin, Henning Müller, Meritxell Bach Cuadra, Mark J. F. Gales:
Tackling Bias in the Dice Similarity Coefficient: Introducing nDSC for White Matter Lesion Segmentation. CoRR abs/2302.05432 (2023) - [i28]Mario Martínez-Zarzuela, Javier González-Alonso, Míriam Antón-Rodríguez, Francisco Javier Díaz Pernas, Henning Müller, Cristina Simon-Martinez:
VIDIMU. Multimodal video and IMU kinematic dataset on daily life activities using affordable devices. CoRR abs/2303.16150 (2023) - [i27]Laura O'Mahony, Vincent Andrearczyk, Henning Müller, Mara Graziani:
Disentangling Neuron Representations with Concept Vectors. CoRR abs/2304.09707 (2023) - [i26]José Pereira Amorim, Pedro Henriques Abreu, João A. M. Santos, Henning Müller:
Evaluating Post-hoc Interpretability with Intrinsic Interpretability. CoRR abs/2305.03002 (2023) - [i25]Philippe Weitz, Masi Valkonen, Leslie Solorzano, Circe Carr, Kimmo Kartasalo, Constance Boissin, Sonja Koivukoski, Aino Kuusela, Dusan Rasic, Yanbo Feng, Sandra Kristiane Sinius Pouplier, Abhinav Sharma, Kajsa Ledesma Eriksson, Stephanie Robertson, Christian Marzahl, Chandler D. Gatenbee, Alexander R. A. Anderson, Marek Wodzinski, Artur Jurgas, Niccolò Marini, Manfredo Atzori, Henning Müller, Daniel Budelmann, Nick Weiss, Stefan Heldmann, Johannes Lotz, Jelmer M. Wolterink, Bruno De Santi, Abhijeet Patil, Amit Sethi, Satoshi Kondo, Satoshi Kasai, Kousuke Hirasawa, Mahtab Farrokh, Neeraj Kumar, Russell Greiner, Leena Latonen, Anne-Vibeke Laenkholm, Johan Hartman, Pekka Ruusuvuori, Mattias Rantalainen:
The ACROBAT 2022 Challenge: Automatic Registration Of Breast Cancer Tissue. CoRR abs/2305.18033 (2023) - [i24]Zhuxian Guo, Qitong Wang, Henning Müller, Themis Palpanas, Nicolas Loménie, Camille Kurtz:
A Hierarchical Transformer Encoder to Improve Entire Neoplasm Segmentation on Whole Slide Image of Hepatocellular Carcinoma. CoRR abs/2307.05800 (2023) - [i23]Mara Graziani, Laura O'Mahony, An-Phi Nguyen, Henning Müller, Vincent Andrearczyk:
Uncovering Unique Concept Vectors through Latent Space Decomposition. CoRR abs/2307.06913 (2023) - [i22]Marek Wodzinski, Henning Müller:
Automatic Aorta Segmentation with Heavily Augmented, High-Resolution 3-D ResUNet: Contribution to the SEG.A Challenge. CoRR abs/2310.15827 (2023) - [i21]Nataliia Molchanova, Vatsal Raina, Andrey Malinin, Francesco La Rosa, Adrien Depeursinge, Mark J. F. Gales, Cristina Granziera, Henning Müller, Mara Graziani, Meritxell Bach Cuadra:
Structural-Based Uncertainty in Deep Learning Across Anatomical Scales: Analysis in White Matter Lesion Segmentation. CoRR abs/2311.08931 (2023) - [i20]Kaiyuan Yang, Fabio Musio, Yihui Ma, Norman Juchler, Johannes C. Paetzold, Rami Al-Maskari, Luciano Höher, Hongwei Bran Li, Ibrahim Ethem Hamamci, Anjany Sekuboyina, Suprosanna Shit, Houjing Huang, Diana Waldmannstetter, Florian Kofler, Fernando Navarro, Martin J. Menten, Ivan Ezhov, Daniel Rueckert, Iris N. Vos, Ynte M. Ruigrok, Birgitta K. Velthuis, Hugo J. Kuijf, Julien Hämmerli, Catherine Wurster, Philippe Bijlenga, Laura Westphal, Jeroen Bisschop, Elisa Colombo, Hakim Baazaoui, Andrew Makmur, James Hallinan, Benedikt Wiestler, Jan S. Kirschke, Roland Wiest, Emmanuel Montagnon, Laurent Létourneau-Guillon, Adrian Galdran, Francesco Galati, Daniele Falcetta, Maria A. Zuluaga, Chaolong Lin, Haoran Zhao, Zehan Zhang, Sinyoung Ra, Jongyun Hwang, Hyunjin Park, Junqiang Chen, Marek Wodzinski, Henning Müller, et al.:
Benchmarking the CoW with the TopCoW Challenge: Topology-Aware Anatomical Segmentation of the Circle of Willis for CTA and MRA. CoRR abs/2312.17670 (2023) - 2022
- [j90]Santiago Toledo-Cortés, Diego H. Useche, Henning Müller, Fabio A. González:
Grading diabetic retinopathy and prostate cancer diagnostic images with deep quantum ordinal regression. Comput. Biol. Medicine 145: 105472 (2022) - [j89]Selene Tomassini, Agnese Sbrollini, Giacomo Covella, Paolo Sernani, Nicola Falcionelli, Henning Müller, Micaela Morettini, Laura Burattini, Aldo Franco Dragoni:
Brain-on-Cloud for automatic diagnosis of Alzheimer's disease from 3D structural magnetic resonance whole-brain scans. Comput. Methods Programs Biomed. 227: 107191 (2022) - [j88]Niccolò Marini, Stefano Marchesin, Sebastian Otálora, Marek Wodzinski, Alessandro Caputo, Mart van Rijthoven, Witali Aswolinskiy, John-Melle Bokhorst, Damian Podareanu, Edyta Petters, Svetla Boytcheva, Genziana Buttafuoco, Simona Vatrano, Filippo Fraggetta, Jeroen van der Laak, Maristella Agosti, Francesco Ciompi, Gianmaria Silvello, Henning Müller, Manfredo Atzori:
Unleashing the potential of digital pathology data by training computer-aided diagnosis models without human annotations. npj Digit. Medicine 5 (2022) - [c297]Anjani Dhrangadhariya, Henning Müller:
DISTANT-CTO: A Zero Cost, Distantly Supervised Approach to Improve Low-Resource Entity Extraction Using Clinical Trials Literature. BioNLP@ACL 2022: 345-358 - [c296]Marek Wodzinski, Artur Jurgas, Niccolò Marini, Manfredo Atzori, Henning Müller:
Unsupervised Method for Intra-patient Registration of Brain Magnetic Resonance Images Based on Objective Function Weighting by Inverse Consistency: Contribution to the BraTS-Reg Challenge. BrainLes@MICCAI 2022: 241-251 - [c295]Bogdan Ionescu, Henning Müller, Renaud Péteri, Johannes Rückert, Asma Ben Abacha, Alba Garcia Seco de Herrera, Christoph M. Friedrich, Louise Bloch, Raphael Brüngel, Ahmad Idrissi-Yaghir, Henning Schäfer, Serge Kozlovski, Yashin Dicente Cid, Vassili Kovalev, Liviu-Daniel Stefan, Mihai Gabriel Constantin, Mihai Dogariu, Adrian Popescu, Jérôme Deshayes-Chossart, Hugo Schindler, Jon Chamberlain, Antonio Campello, Adrian F. Clark:
Overview of the ImageCLEF 2022: Multimedia Retrieval in Medical, Social Media and Nature Applications. CLEF 2022: 541-564 - [c294]Johannes Rückert, Asma Ben Abacha, Alba Garcia Seco de Herrera, Louise Bloch, Raphael Brüngel, Ahmad Idrissi-Yaghir, Henning Schäfer, Henning Müller, Christoph M. Friedrich:
Overview of ImageCLEFmedical 2022 - Caption Prediction and Concept Detection. CLEF (Working Notes) 2022: 1294-1307 - [c293]Serge Kozlovski, Yashin Dicente Cid, Vassili Kovalev, Henning Müller:
Overview of ImageCLEFtuberculosis 2022 - CT-based Cavern Detection and Report. CLEF (Working Notes) 2022: 1308-1317 - [c292]Alba Garcia Seco de Herrera, Bogdan Ionescu, Henning Müller, Renaud Péteri, Asma Ben Abacha, Christoph M. Friedrich, Johannes Rückert, Louise Bloch, Raphael Brüngel, Ahmad Idrissi-Yaghir, Henning Schäfer, Serge Kozlovski, Yashin Dicente Cid, Vassili Kovalev, Jon Chamberlain, Adrian F. Clark, Antonio Campello, Hugo Schindler, Jérôme Deshayes, Adrian Popescu, Liviu-Daniel Stefan, Mihai Gabriel Constantin, Mihai Dogariu:
ImageCLEF 2022: Multimedia Retrieval in Medical, Nature, Fusion, and Internet Applications. ECIR (2) 2022: 382-389 - [c291]Alexis Joly, Hervé Goëau, Stefan Kahl, Lukás Picek, Titouan Lorieul, Elijah Cole, Benjamin Deneu, Maximilien Servajean, Andrew Durso, Isabelle Bolon, Hervé Glotin, Robert Planqué, Willem-Pier Vellinga, Holger Klinck, Tom Denton, Ivan Eggel, Pierre Bonnet, Henning Müller, Milan Sulc:
LifeCLEF 2022 Teaser: An Evaluation of Machine-Learning Based Species Identification and Species Distribution Prediction. ECIR (2) 2022: 390-399 - [c290]Maik Fruhner, Heiko Tapken, Henning Müller:
Re-Identifikation markierter Schweine mit Computer Vision und Deep Learning. GIL Jahrestagung 2022: 99-104 - [c289]Mara Graziani, Niccolò Marini, Nicolas Deutschmann, Nikita Janakarajan, Henning Müller, María Rodríguez Martínez:
Attention-Based Interpretable Regression of Gene Expression in Histology. iMIMIC@MICCAI 2022: 44-60 - [d3]Anjani Dhrangadhariya, Henning Müller:
DISTANT-CTO: A Zero Cost, Distantly Supervised Approach to Improve Low-Resource Entity Extraction Using Clinical Trials Literature. Version 1.0. Zenodo, 2022 [all versions] - [d2]Anjani Dhrangadhariya, Henning Müller:
DISTANT-CTO: A Zero Cost, Distantly Supervised Approach to Improve Low-Resource Entity Extraction Using Clinical Trials Literature. Version 1.0. Zenodo, 2022 [all versions] - [i19]Niccolò Marini, Manfredo Atzori, Sebastian Otálora, Stéphane Marchand-Maillet, Henning Müller:
H&E-adversarial network: a convolutional neural network to learn stain-invariant features through Hematoxylin & Eosin regression. CoRR abs/2201.06329 (2022) - [i18]Lena Maier-Hein, Annika Reinke, Evangelia Christodoulou, Ben Glocker, Patrick Godau, Fabian Isensee, Jens Kleesiek, Michal Kozubek, Mauricio Reyes, Michael A. Riegler, Manuel Wiesenfarth, Michael Baumgartner, Matthias Eisenmann, Doreen Heckmann-Nötzel, A. Emre Kavur, Tim Rädsch, Minu Dietlinde Tizabi, Laura Ación, Michela Antonelli, Tal Arbel, Spyridon Bakas, Peter Bankhead, Arriel Benis, M. Jorge Cardoso, Veronika Cheplygina, Beth A. Cimini, Gary S. Collins, Keyvan Farahani, Bram van Ginneken, Daniel A. Hashimoto, Michael M. Hoffman, Merel Huisman, Pierre Jannin, Charles E. Kahn, Alexandros Karargyris, Alan Karthikesalingam, Hannes Kenngott, Annette Kopp-Schneider, Anna Kreshuk, Tahsin M. Kurç, Bennett A. Landman, Geert Litjens, Amin Madani, Klaus H. Maier-Hein, Anne L. Martel, Peter Mattson, Erik Meijering, Bjoern H. Menze, David Moher, Karel G. M. Moons, Henning Müller, Felix Nickel, Brennan Nichyporuk, Jens Petersen, Nasir M. Rajpoot, Nicola Rieke, Julio Saez-Rodriguez, Clarisa Sánchez Gutiérrez, Shravya Shetty, Maarten van Smeden, Carole H. Sudre, Ronald M. Summers, Abdel A. Taha, Sotirios A. Tsaftaris, Ben Van Calster, Gaël Varoquaux, Paul F. Jäger:
Metrics reloaded: Pitfalls and recommendations for image analysis validation. CoRR abs/2206.01653 (2022) - [i17]Henning Müller, Ali Touil, Alexander Schlüter, Ralf Müller:
Dynamic Propagation of Mode III Cracks in a Lattice Boltzmann Method for Solids. CoRR abs/2206.12412 (2022) - [i16]Erik Faust, Alexander Schlüter, Henning Müller, Ralf Müller:
Dirichlet and Neumann boundary conditions in a Lattice Boltzmann Method for Elastodynamics. CoRR abs/2208.04088 (2022) - [i15]Erik Faust, Alexander Schlüter, Henning Müller, Ralf Müller:
A Lattice Boltzmann Method for nonlinear solid mechanics in the reference configuration. CoRR abs/2208.13769 (2022) - [i14]Mara Graziani, Niccolò Marini, Nicolas Deutschmann, Nikita Janakarajan, Henning Müller, María Rodríguez Martínez:
Attention-based Interpretable Regression of Gene Expression in Histology. CoRR abs/2208.13776 (2022) - [i13]Nataliia Molchanova, Vatsal Raina, Andrey Malinin, Francesco La Rosa, Henning Müller, Mark J. F. Gales, Cristina Granziera, Mara Graziani, Meritxell Bach Cuadra:
Novel structural-scale uncertainty measures and error retention curves: application to multiple sclerosis. CoRR abs/2211.04825 (2022) - [i12]Marek Wodzinski, Artur Jurgas, Niccolò Marini, Manfredo Atzori, Henning Müller:
Unsupervised Method for Intra-patient Registration of Brain Magnetic Resonance Images based on Objective Function Weighting by Inverse Consistency: Contribution to the BraTS-Reg Challenge. CoRR abs/2211.07386 (2022) - 2021
- [j87]Sebastian Otálora, Niccolò Marini, Henning Müller, Manfredo Atzori:
Combining weakly and strongly supervised learning improves strong supervision in Gleason pattern classification. BMC Medical Imaging 21(1): 77 (2021) - [j86]Neda Azouji, Ashkan Sami, Mohammad Taheri, Henning Müller:
A large margin piecewise linear classifier with fusion of deep features in the diagnosis of COVID-19. Comput. Biol. Medicine 139: 104927 (2021) - [j85]Marek Wodzinski, Henning Müller:
DeepHistReg: Unsupervised Deep Learning Registration Framework for Differently Stained Histology Samples. Comput. Methods Programs Biomed. 198: 105799 (2021) - [j84]Niccolò Marini, Sebastian Otálora, Damian Podareanu, Mart van Rijthoven, Jeroen van der Laak, Francesco Ciompi, Henning Müller, Manfredo Atzori:
Multi_Scale_Tools: A Python Library to Exploit Multi-Scale Whole Slide Images. Frontiers Comput. Sci. 3: 684521 (2021) - [j83]Matteo Cognolato, Manfredo Atzori, Roger Gassert, Henning Müller:
Improving Robotic Hand Prosthesis Control With Eye Tracking and Computer Vision: A Multimodal Approach Based on the Visuomotor Behavior of Grasping. Frontiers Artif. Intell. 4: 744476 (2021) - [j82]Mara Graziani, Thomas Lompech, Henning Müller, Adrien Depeursinge, Vincent Andrearczyk:
On the Scale Invariance in State of the Art CNNs Trained on ImageNet. Mach. Learn. Knowl. Extr. 3(2): 374-391 (2021) - [j81]Niccolò Marini, Sebastian Otálora, Henning Müller, Manfredo Atzori:
Semi-supervised training of deep convolutional neural networks with heterogeneous data and few local annotations: An experiment on prostate histopathology image classification. Medical Image Anal. 73: 102165 (2021) - [j80]Giulio Marano, Cristina Brambilla, Robert Mihai Mira, Alessandro Scano, Henning Müller, Manfredo Atzori:
Questioning Domain Adaptation in Myoelectric Hand Prostheses Control: An Inter- and Intra-Subject Study. Sensors 21(22): 7500 (2021) - [j79]K. Selçuk Candan, Guglielmo Faggioli, Nicola Ferro, Lorraine Goeuriot, Bogdan Ionescu, Alexis Joly, Birger Larsen, Maria Maistro, Henning Müller, Florina Piroi:
Report on the 12th conference and labs of the evaluation forum (CLEF 2021): experimental IR meets multilinguality, multimodality, and interaction. SIGIR Forum 55(2): 15:1-15:12 (2021) - [j78]Bogdan Ionescu, Maia Rohm, Bogdan Boteanu, Alexandru-Lucian Gînsca, Mihai Lupu, Henning Müller:
Benchmarking Image Retrieval Diversification Techniques for Social Media. IEEE Trans. Multim. 23: 677-691 (2021) - [c288]Selene Tomassini, Nicola Falcionelli, Paolo Sernani, Henning Müller, Aldo Franco Dragoni:
An End-to-End 3D ConvLSTM-based Framework for Early Diagnosis of Alzheimer's Disease from Full-Resolution Whole-Brain sMRI Scans. CBMS 2021: 74-78 - [c287]Anjani Dhrangadhariya, Gustavo Aguilar, Thamar Solorio, Roger Hilfiker, Henning Müller:
End-to-End Fine-Grained Neural Entity Recognition of Patients, Interventions, Outcomes. CLEF 2021: 65-77 - [c286]Bogdan Ionescu, Henning Müller, Renaud Péteri, Asma Ben Abacha, Mourad Sarrouti, Dina Demner-Fushman, Sadid A. Hasan, Serge Kozlovski, Vitali Liauchuk, Yashin Dicente Cid, Vassili Kovalev, Obioma Pelka, Alba García Seco de Herrera, Janadhip Jacutprakart, Christoph M. Friedrich, Raul Berari, Andrei Tauteanu, Dimitri Fichou, Paul Brie, Mihai Dogariu, Liviu-Daniel Stefan, Mihai Gabriel Constantin, Jon Chamberlain, Antonio Campello, Adrian F. Clark, Thomas Oliver, Hassan Moustahfid, Adrian Popescu, Jerome Deshayes-Chossart:
Overview of the ImageCLEF 2021: Multimedia Retrieval in Medical, Nature, Internet and Social Media Applications. CLEF 2021: 345-370 - [c285]Alexis Joly, Hervé Goëau, Stefan Kahl, Lukás Picek, Titouan Lorieul, Elijah Cole, Benjamin Deneu, Maximilien Servajean, Andrew Durso, Isabelle Bolon, Hervé Glotin, Robert Planqué, Rafael Luis Ruiz De Castaneda, Willem-Pier Vellinga, Holger Klinck, Tom Denton, Ivan Eggel, Pierre Bonnet, Henning Müller:
Overview of LifeCLEF 2021: An Evaluation of Machine-Learning Based Species Identification and Species Distribution Prediction. CLEF 2021: 371-393 - [c284]Asma Ben Abacha, Mourad Sarrouti, Dina Demner-Fushman, Sadid A. Hasan, Henning Müller:
Overview of the VQA-Med Task at ImageCLEF 2021: Visual Question Answering and Generation in the Medical Domain. CLEF (Working Notes) 2021: 1081-1088 - [c283]Serge Kozlovski, Vitali Liauchuk, Yashin Dicente Cid, Vassili Kovalev, Henning Müller:
Overview of ImageCLEFtuberculosis 2021 - CT-based Tuberculosis Type Classification. CLEF (Working Notes) 2021: 1089-1100 - [c282]Obioma Pelka, Asma Ben Abacha, Alba Garcia Seco de Herrera, Janadhip Jacutprakart, Christoph M. Friedrich, Henning Müller:
Overview of the ImageCLEFmed 2021 Concept & Caption Prediction Task. CLEF (Working Notes) 2021: 1101-1112 - [c281]Niccolò Marini, Sebastian Otálora, Francesco Ciompi, Gianmaria Silvello, Stefano Marchesin, Simona Vatrano, Genziana Buttafuoco, Manfredo Atzori, Henning Müller:
Multi-Scale Task Multiple Instance Learning for the Classification of Digital Pathology Images with Global Annotations. COMPAY@MICCAI 2021: 170-181 - [c280]Alexis Joly, Hervé Goëau, Elijah Cole, Stefan Kahl, Lukás Picek, Hervé Glotin, Benjamin Deneu, Maximilien Servajean, Titouan Lorieul, Willem-Pier Vellinga, Pierre Bonnet, Andrew Durso, Rafael Luis Ruiz De Castaneda, Ivan Eggel, Henning Müller:
LifeCLEF 2021 Teaser: Biodiversity Identification and Prediction Challenges. ECIR (2) 2021: 601-607 - [c279]Bogdan Ionescu, Henning Müller, Renaud Péteri, Asma Ben Abacha, Dina Demner-Fushman, Sadid A. Hasan, Mourad Sarrouti, Obioma Pelka, Christoph M. Friedrich, Alba Garcia Seco de Herrera, Janadhip Jacutprakart, Vassili Kovalev, Serge Kozlovski, Vitali Liauchuk, Yashin Dicente Cid, Jon Chamberlain, Adrian F. Clark, Antonio Campello, Hassan Moustahfid, Thomas Oliver, Abigail Schulz, Paul Brie, Raul Berari, Dimitri Fichou, Andrei Tauteanu, Mihai Dogariu, Liviu-Daniel Stefan, Mihai Gabriel Constantin, Jérôme Deshayes, Adrian Popescu:
The 2021 ImageCLEF Benchmark: Multimedia Retrieval in Medical, Nature, Internet and Social Media Applications. ECIR (2) 2021: 616-623 - [c278]Niccolò Marini, Manfredo Atzori, Sebastian Otálora, Stéphane Marchand-Maillet, Henning Müller:
H&E-adversarial network: a convolutional neural network to learn stain-invariant features through Hematoxylin & Eosin regression. ICCVW 2021: 601-610 - [c277]Marek Wodzinski, Henning Müller:
Invnet: A Deep Learning Approach To Invert Complex Deformation Fields. ISBI 2021: 1302-1305 - [c276]Mara Graziani, Iam Palatnik de Sousa, Marley M. B. R. Vellasco, Eduardo Costa da Silva, Henning Müller, Vincent Andrearczyk:
Sharpening Local Interpretable Model-Agnostic Explanations for Histopathology: Improved Understandability and Reliability. MICCAI (3) 2021: 540-549 - [e25]K. Selçuk Candan, Bogdan Ionescu, Lorraine Goeuriot, Birger Larsen, Henning Müller, Alexis Joly, Maria Maistro, Florina Piroi, Guglielmo Faggioli, Nicola Ferro:
Experimental IR Meets Multilinguality, Multimodality, and Interaction - 12th International Conference of the CLEF Association, CLEF 2021, Virtual Event, September 21-24, 2021, Proceedings. Lecture Notes in Computer Science 12880, Springer 2021, ISBN 978-3-030-85250-4 [contents] - [e24]Manfredo Atzori, Nikolay Burlutskiy, Francesco Ciompi, Zhang Li, Fayyaz A. Minhas, Henning Müller, Tingying Peng, Nasir M. Rajpoot, Ben Torben-Nielsen, Jeroen van der Laak, Mitko Veta, Yinyin Yuan, Inti Zlobec:
MICCAI Workshop on Computational Pathology, COMPAY@MICCAI 2021, 27 September 2021, Virtual Event. Proceedings of Machine Learning Research 156, PMLR 2021 [contents] - [i11]Annika Reinke, Matthias Eisenmann, Minu Dietlinde Tizabi, Carole H. Sudre, Tim Rädsch, Michela Antonelli, Tal Arbel, Spyridon Bakas, M. Jorge Cardoso, Veronika Cheplygina, Keyvan Farahani, Ben Glocker, Doreen Heckmann-Nötzel, Fabian Isensee, Pierre Jannin, Charles E. Kahn, Jens Kleesiek, Tahsin M. Kurç, Michal Kozubek, Bennett A. Landman, Geert Litjens, Klaus H. Maier-Hein, Bjoern H. Menze, Henning Müller, Jens Petersen, Mauricio Reyes, Nicola Rieke, Bram Stieltjes, Ronald M. Summers, Sotirios A. Tsaftaris, Bram van Ginneken, Annette Kopp-Schneider, Paul Jäger, Lena Maier-Hein:
Common Limitations of Image Processing Metrics: A Picture Story. CoRR abs/2104.05642 (2021) - 2020
- [j77]Martin Bobák, Ladislav Hluchý, Ondrej Habala, Viet D. Tran, Reginald Cushing, Onno Valkering, Adam Belloum, Mara Graziani, Henning Müller, Souley Madougou, Jason Maassen:
Reference Exascale Architecture (Extended Version). Comput. Informatics 39(4): 644-677 (2020) - [j76]Reginald Cushing, Onno Valkering, Adam Belloum, Souley Madougou, Jason Maassen, Martin Bobák, Ondrej Habala, Viet D. Tran, Jan Meizner, Piotr Nowakowski, Mara Graziani, Henning Müller:
PROCESS Data Infrastructure and Data Services. Comput. Informatics 39(4): 724-756 (2020) - [j75]Mara Graziani, Ivan Eggel, François Deligand, Martin Bobák, Vincent Andrearczyk, Henning Müller:
Breast Histopathology with High-Performance Computing and Deep Learning. Comput. Informatics 39(4): 780-807 (2020) - [j74]Mara Graziani, Vincent Andrearczyk, Stéphane Marchand-Maillet, Henning Müller:
Concept attribution: Explaining CNN decisions to physicians. Comput. Biol. Medicine 123: 103865 (2020) - [j73]Oscar Alfonso Jiménez del Toro, Yashin Dicente Cid, Alexandra Platon, Anne-Lise Hachulla, Frédéric Lador, Pierre-Alexandre Poletti, Henning Müller:
A lung graph model for the radiological assessment of chronic thromboembolic pulmonary hypertension in CT. Comput. Biol. Medicine 125: 103962 (2020) - [j72]Lena Maier-Hein, Annika Reinke, Michal Kozubek, Anne L. Martel, Tal Arbel, Matthias Eisenmann, Allan Hanbury, Pierre Jannin, Henning Müller, Sinan Onogur, Julio Saez-Rodriguez, Bram van Ginneken, Annette Kopp-Schneider, Bennett A. Landman:
BIAS: Transparent reporting of biomedical image analysis challenges. Medical Image Anal. 66: 101796 (2020) - [j71]Una Pale, Manfredo Atzori, Henning Müller, Alessandro Scano:
Variability of Muscle Synergies in Hand Grasps: Analysis of Intra- and Inter-Session Data. Sensors 20(15): 4297 (2020) - [j70]Inês Domingues, Henning Müller, Andrés Ortiz, Belur V. Dasarathy, Pedro H. Abreu, Vince D. Calhoun:
Guest Editorial: Information Fusion for Medical Data: Early, Late, and Deep Fusion Methods for Multimodal Data. IEEE J. Biomed. Health Informatics 24(1): 14-16 (2020) - [c275]Manfredo Atzori, Elisa Rosanda, Giorgio Pajardi, Franco Bassetto, Henning Müller:
Effect of movement type on the classification of electromyography data for the control of dexterous prosthetic hands. BioRob 2020: 746-751 - [c274]Asma Ben Abacha, Vivek V. Datla, Sadid A. Hasan, Dina Demner-Fushman, Henning Müller:
Overview of the VQA-Med Task at ImageCLEF 2020: Visual Question Answering and Generation in the Medical Domain. CLEF (Working Notes) 2020 - [c273]Bogdan Ionescu, Henning Müller, Renaud Péteri, Asma Ben Abacha, Vivek V. Datla, Sadid A. Hasan, Dina Demner-Fushman, Serge Kozlovski, Vitali Liauchuk, Yashin Dicente Cid, Vassili Kovalev, Obioma Pelka, Christoph M. Friedrich, Alba García Seco de Herrera, Van-Tu Ninh, Tu-Khiem Le, Liting Zhou, Luca Piras, Michael Riegler, Pål Halvorsen, Minh-Triet Tran, Mathias Lux, Cathal Gurrin, Duc-Tien Dang-Nguyen, Jon Chamberlain, Adrian F. Clark, Antonio Campello, Dimitri Fichou, Raul Berari, Paul Brie, Mihai Dogariu, Liviu-Daniel Stefan, Mihai Gabriel Constantin:
Overview of the ImageCLEF 2020: Multimedia Retrieval in Medical, Lifelogging, Nature, and Internet Applications. CLEF 2020: 311-341 - [c272]Alexis Joly, Hervé Goëau, Stefan Kahl, Benjamin Deneu, Maximilien Servajean, Elijah Cole, Lukás Picek, Rafael Luis Ruiz De Castañeda, Isabelle Bolon, Andrew Durso, Titouan Lorieul, Christophe Botella, Hervé Glotin, Julien Champ, Ivan Eggel, Willem-Pier Vellinga, Pierre Bonnet, Henning Müller:
Overview of LifeCLEF 2020: A System-Oriented Evaluation of Automated Species Identification and Species Distribution Prediction. CLEF 2020: 342-363 - [c271]Serge Kozlovski, Vitali Liauchuk, Yashin Dicente Cid, Aleh Tarasau, Vassili Kovalev, Henning Müller:
Overview of ImageCLEFtuberculosis 2020 Automatic CT-based Report Generation. CLEF (Working Notes) 2020 - [c270]Obioma Pelka, Christoph M. Friedrich, Alba García Seco de Herrera, Henning Müller:
Overview of the ImageCLEFmed 2020 Concept Prediction Task: Medical Image Understanding. CLEF (Working Notes) 2020 - [c269]Bogdan Ionescu, Henning Müller, Renaud Péteri, Duc-Tien Dang-Nguyen, Liting Zhou, Luca Piras, Michael Riegler, Pål Halvorsen, Minh-Triet Tran, Mathias Lux, Cathal Gurrin, Jon Chamberlain, Adrian F. Clark, Antonio Campello, Alba Garcia Seco de Herrera, Asma Ben Abacha, Vivek V. Datla, Sadid A. Hasan, Joey Liu, Dina Demner-Fushman, Obioma Pelka, Christoph M. Friedrich, Yashin Dicente Cid, Serge Kozlovski, Vitali Liauchuk, Vassili Kovalev, Raul Berari, Paul Brie, Dimitri Fichou, Mihai Dogariu, Liviu-Daniel Stefan, Mihai Gabriel Constantin:
ImageCLEF 2020: Multimedia Retrieval in Lifelogging, Medical, Nature, and Internet Applications. ECIR (2) 2020: 533-541 - [c268]Alexis Joly, Hervé Goëau, Stefan Kahl, Christophe Botella, Rafael Luis Ruiz De Castaneda, Hervé Glotin, Elijah Cole, Julien Champ, Benjamin Deneu, Maximilien Servajean, Titouan Lorieul, Willem-Pier Vellinga, Fabian-Robert Stöter, Andrew Durso, Pierre Bonnet, Henning Müller:
LifeCLEF 2020 Teaser: Biodiversity Identification and Prediction Challenges. ECIR (2) 2020: 542-549 - [c267]Marek Wodzinski, Tommaso Banzato, Manfredo Atzori, Vincent Andrearczyk, Yashin Dicente Cid, Henning Müller:
Training Deep Neural Networks for Small and Highly Heterogeneous MRI Datasets for Cancer Grading. EMBC 2020: 1758-1761 - [c266]Niccolò Marini, Sebastian Otálora, Henning Müller, Manfredo Atzori:
Semi-supervised Learning with a Teacher-Student Paradigm for Histopathology Classification: A Resource to Face Data Heterogeneity and Lack of Local Annotations. ICPR Workshops (1) 2020: 105-119 - [c265]Anjani Dhrangadhariya, Sebastian Otálora, Manfredo Atzori, Henning Müller:
Classification of Noisy Free-Text Prostate Cancer Pathology Reports Using Natural Language Processing. ICPR Workshops (1) 2020: 154-166 - [c264]Mara Graziani, Thomas Lompech, Henning Müller, Adrien Depeursinge, Vincent Andrearczyk:
Interpretable CNN Pruning for Preserving Scale-Covariant Features in Medical Imaging. iMIMIC/MIL3ID/LABELS@MICCAI 2020: 23-32 - [c263]Sebastian Otálora, Niccolò Marini, Henning Müller, Manfredo Atzori:
Semi-weakly Supervised Learning for Prostate Cancer Image Classification with Teacher-Student Deep Convolutional Networks. iMIMIC/MIL3ID/LABELS@MICCAI 2020: 193-203 - [c262]Marek Wodzinski, Henning Müller:
Unsupervised Learning-Based Nonrigid Registration of High Resolution Histology Images. MLMI@MICCAI 2020: 484-493 - [c261]Juan S. Lara, Victor H. Contreras O., Sebastian Otálora, Henning Müller, Fabio A. González:
Multimodal Latent Semantic Alignment for Automated Prostate Tissue Classification and Retrieval. MICCAI (5) 2020: 572-581 - [c260]Amjad Khan, Manfredo Atzori, Sebastian Otálora, Vincent Andrearczyk, Henning Müller:
Generalizing convolution neural networks on stain color heterogeneous data for computational pathology. Medical Imaging: Digital Pathology 2020: 113200R - [c259]Sebastian Otálora, Manfredo Atzori, Amjad Khan, Oscar Alfonso Jiménez del Toro, Vincent Andrearczyk, Henning Müller:
Systematic comparison of deep learning strategies for weakly supervised Gleason grading. Medical Imaging: Digital Pathology 2020: 113200L - [c258]Anjani Dhrangadhariya, Sandy Millius, Cyril Thouly, Benoit Rizk, Dominique Fournier, Henning Müller, Hugues Brat:
Automating Quality Control for Structured Standardized Radiology Reports Using Text Analysis. MIE 2020: 58-62 - [c257]Anjani Dhrangadhariya, Roger Hilfiker, Roger Schaer, Henning Müller:
Machine Learning Assisted Citation Screening for Systematic Reviews. MIE 2020: 302-306 - [c256]Katharina Hoebel, Vincent Andrearczyk, Andrew Beers, Jay B. Patel, Ken Chang, Adrien Depeursinge, Henning Müller, Jayashree Kalpathy-Cramer:
An exploration of uncertainty information for segmentation quality assessment. Medical Imaging: Image Processing 2020: 113131K - [c255]Henning Müller:
Medical Image Retrieval: Applications and Resources. ICMR 2020: 2-3 - [c254]Henning Müller, Vincent Andrearczyk, Oscar Alfonso Jiménez del Toro, Anjani Dhrangadhariya, Roger Schaer, Manfredo Atzori:
Studying Public Medical Images from the Open Access Literature and Social Networks for Model Training and Knowledge Extraction. MMM (2) 2020: 553-564 - [c253]Marek Wodzinski, Henning Müller:
Learning-Based Affine Registration of Histological Images. WBIR 2020: 12-22 - [i10]Adrien Depeursinge, Vincent Andrearczyk, Philip Whybra, Joost van Griethuysen, Henning Müller, Roger Schaer, Martin Vallières, Alex Zwanenburg:
Standardised convolutional filtering for radiomics. CoRR abs/2006.05470 (2020) - [i9]Mara Graziani, Sebastian Otálora, Henning Müller, Vincent Andrearczyk:
Guiding CNNs towards Relevant Concepts by Multi-task and Adversarial Learning. CoRR abs/2008.01478 (2020)
2010 – 2019
- 2019
- [j69]Oscar J. Perdomo, Hernán Rios, Francisco J. Rodríguez, Juan Sebastian Otálora Montenegro, Fabrice Mériaudeau, Henning Müller, Fabio A. González:
Classification of diabetes-related retinal diseases using a deep learning approach in optical coherence tomography. Comput. Methods Programs Biomed. 178: 181-189 (2019) - [j68]Manfredo Atzori, Henning Müller:
PaWFE: Fast Signal Feature Extraction Using Parallel Time Windows. Frontiers Neurorobotics 13: 74 (2019) - [j67]Sheng Long Lee, Mohammad Reza Zare, Henning Müller:
Late fusion of deep learning and handcrafted visual features for biomedical image modality classification. IET Image Process. 13(2): 382-391 (2019) - [j66]Ranveer Joyseeree, Sebastian Otálora, Henning Müller, Adrien Depeursinge:
Fusing learned representations from Riesz Filters and Deep CNN for lung tissue classification. Medical Image Anal. 56: 172-183 (2019) - [j65]Martin Braschler, Linda Cappellato, Fabio Crestani, Nicola Ferro, Gundula Heinatz Bürki, David E. Losada, Henning Müller, Andreas Rauber, Jacques Savoy:
Report on CLEF 2019. SIGIR Forum 53(2): 108-118 (2019) - [c252]Asma Ben Abacha, Sadid A. Hasan, Vivek V. Datla, Joey Liu, Dina Demner-Fushman, Henning Müller:
VQA-Med: Overview of the Medical Visual Question Answering Task at ImageCLEF 2019. CLEF (Working Notes) 2019 - [c251]Yashin Dicente Cid, Vitali Liauchuk, Dzmitri Klimuk, Aleh Tarasau, Vassili Kovalev, Henning Müller:
Overview of ImageCLEFtuberculosis 2019 - Automatic CT-based Report Generation and Tuberculosis Severity Assessment. CLEF (Working Notes) 2019 - [c250]Yashin Dicente Cid, Henning Müller:
Lung Graph-Model Classification with SVM and CNN for Tuberculosis Severity Assessment and Automatic CT Report Generation. CLEF (Working Notes) 2019 - [c249]Bogdan Ionescu, Henning Müller, Renaud Péteri, Yashin Dicente Cid, Vitali Liauchuk, Vassili Kovalev, Dzmitri Klimuk, Aleh Tarasau, Asma Ben Abacha, Sadid A. Hasan, Vivek V. Datla, Joey Liu, Dina Demner-Fushman, Duc-Tien Dang-Nguyen, Luca Piras, Michael Riegler, Minh-Triet Tran, Mathias Lux, Cathal Gurrin, Obioma Pelka, Christoph M. Friedrich, Alba Garcia Seco de Herrera, Narciso García, Ergina Kavallieratou, Carlos Roberto del-Blanco, Carlos Cuevas, Nikos Vasilopoulos, Konstantinos Karampidis, Jon Chamberlain, Adrian F. Clark, Antonio Campello:
ImageCLEF 2019: Multimedia Retrieval in Medicine, Lifelogging, Security and Nature. CLEF 2019: 358-386 - [c248]Alexis Joly, Hervé Goëau, Christophe Botella, Stefan Kahl, Maximilien Servajean, Hervé Glotin, Pierre Bonnet, Robert Planqué, Fabian-Robert Stöter, Willem-Pier Vellinga, Henning Müller:
Overview of LifeCLEF 2019: Identification of Amazonian Plants, South & North American Birds, and Niche Prediction. CLEF 2019: 387-401 - [c247]Obioma Pelka, Christoph M. Friedrich, Alba García Seco de Herrera, Henning Müller:
Overview of the ImageCLEFmed 2019 Concept Detection Task. CLEF (Working Notes) 2019 - [c246]Alexis Joly, Hervé Goëau, Christophe Botella, Stefan Kahl, Marion Poupard, Maximilien Servajean, Hervé Glotin, Pierre Bonnet, Willem-Pier Vellinga, Robert Planqué, Jan Schlüter, Fabian-Robert Stöter, Henning Müller:
LifeCLEF 2019: Biodiversity Identification and Prediction Challenges. ECIR (2) 2019: 275-282 - [c245]Bogdan Ionescu, Henning Müller, Renaud Péteri, Duc-Tien Dang-Nguyen, Luca Piras, Michael Riegler, Minh-Triet Tran, Mathias Lux, Cathal Gurrin, Yashin Dicente Cid, Vitali Liauchuk, Vassili Kovalev, Asma Ben Abacha, Sadid A. Hasan, Vivek V. Datla, Joey Liu, Dina Demner-Fushman, Obioma Pelka, Christoph M. Friedrich, Jon Chamberlain, Adrian F. Clark, Alba Garcia Seco de Herrera, Narciso García, Ergina Kavallieratou, Carlos Roberto del-Blanco, Carlos Cuevas, Nikos Vasilopoulos, Konstantinos Karampidis:
ImageCLEF 2019: Multimedia Retrieval in Lifelogging, Medical, Nature, and Security Applications. ECIR (2) 2019: 301-308 - [c244]Mara Graziani, Henning Müller, Vincent Andrearczyk:
Interpreting Intentionally Flawed Models with Linear Probes. ICCV Workshops 2019: 743-747 - [c243]Matteo Cognolato, Lorenzo Brigato, Yashin Dicente Cid, Manfredo Atzori, Henning Müller:
Analyzing the Trade-Off Between Training Session Time and Performance in Myoelectric Hand Gesture Recognition During Upper Limb Movement. ICORR 2019: 772-777 - [c242]Yashin Dicente Cid, Oscar Alfonso Jiménez del Toro, Pierre-Alexandre Poletti, Henning Müller:
A Graph Model of the Lungs with Morphology-Based Structure for Tuberculosis Type Classification. IPMI 2019: 372-383 - [c241]Mara Graziani, James M. Brown, Vincent Andrearczyk, Veysi Yildiz, J. Peter Campbell, Deniz Erdogmus, Stratis Ioannidis, Michael F. Chiang, Jayashree Kalpathy-Cramer, Henning Müller:
Improved interpretability for computer-aided severity assessment of retinopathy of prematurity. Medical Imaging: Computer-Aided Diagnosis 2019: 109501R - [c240]Francesca Palermo, Matteo Cognolato, Ivan Eggel, Manfredo Atzori, Henning Müller:
An Augmented Reality Environment to Provide Visual Feedback to Amputees During sEMG Data Acquisitions. TAROS (2) 2019: 3-14 - [p14]Henning Müller, Allan Hanbury:
EaaS: Evaluation-as-a-Service and Experiences from the VISCERAL Project. Information Retrieval Evaluation in a Changing World 2019: 161-173 - [p13]Henning Müller, Jayashree Kalpathy-Cramer, Alba García Seco de Herrera:
Experiences from the ImageCLEF Medical Retrieval and Annotation Tasks. Information Retrieval Evaluation in a Changing World 2019: 231-250 - [p12]Alexis Joly, Hervé Goëau, Hervé Glotin, Concetto Spampinato, Pierre Bonnet, Willem-Pier Vellinga, Jean-Christophe Lombardo, Robert Planqué, Simone Palazzo, Henning Müller:
Biodiversity Information Retrieval Through Large Scale Content-Based Identification: A Long-Term Evaluation. Information Retrieval Evaluation in a Changing World 2019: 389-413 - [e23]Linda Cappellato, Nicola Ferro, David E. Losada, Henning Müller:
Working Notes of CLEF 2019 - Conference and Labs of the Evaluation Forum, Lugano, Switzerland, September 9-12, 2019. CEUR Workshop Proceedings 2380, CEUR-WS.org 2019 [contents] - [e22]Fabio Crestani, Martin Braschler, Jacques Savoy, Andreas Rauber, Henning Müller, David E. Losada, Gundula Heinatz Bürki, Linda Cappellato, Nicola Ferro:
Experimental IR Meets Multilinguality, Multimodality, and Interaction - 10th International Conference of the CLEF Association, CLEF 2019, Lugano, Switzerland, September 9-12, 2019, Proceedings. Lecture Notes in Computer Science 11696, Springer 2019, ISBN 978-3-030-28576-0 [contents] - [i8]Mara Graziani, Vincent Andrearczyk, Henning Müller:
Regression Concept Vectors for Bidirectional Explanations in Histopathology. CoRR abs/1904.04520 (2019) - [i7]Lena Maier-Hein, Annika Reinke, Michal Kozubek, Anne L. Martel, Tal Arbel, Matthias Eisenmann, Allan Hanbury, Pierre Jannin, Henning Müller, Sinan Onogur, Julio Saez-Rodriguez, Bram van Ginneken, Annette Kopp-Schneider, Bennett A. Landman:
BIAS: Transparent reporting of biomedical image analysis challenges. CoRR abs/1910.04071 (2019) - 2018
- [j64]Ranveer Joyseeree, Henning Müller, Adrien Depeursinge:
Rotation-covariant tissue analysis for interstitial lung diseases using learned steerable filters: Performance evaluation and relevance for diagnostic aid. Comput. Medical Imaging Graph. 64: 1-11 (2018) - [j63]Alessandro Scano, Andrea Chiavenna, Lorenzo Molinari Tosatti, Henning Müller, Manfredo Atzori:
Muscle Synergy Analysis of a Hand-Grasp Dataset: A Limited Subset of Motor Modules May Underlie a Large Variety of Grasps. Frontiers Neurorobotics 12: 57 (2018) - [j62]Frank Hopfgartner, Allan Hanbury, Henning Müller, Ivan Eggel, Krisztian Balog, Torben Brodt, Gordon V. Cormack, Jimmy Lin, Jayashree Kalpathy-Cramer, Noriko Kando, Makoto P. Kato, Anastasia Krithara, Tim Gollub, Martin Potthast, Evelyne Viegas, Simon Mercer:
Evaluation-as-a-Service for the Computational Sciences: Overview and Outlook. ACM J. Data Inf. Qual. 10(4): 15:1-15:32 (2018) - [j61]Zhongyu Li, Xiaofan Zhang, Henning Müller, Shaoting Zhang:
Large-scale retrieval for medical image analytics: A comprehensive review. Medical Image Anal. 43: 66-84 (2018) - [c239]Matteo Cognolato, Manfredo Atzori, Diego Faccio, Cesare Tiengo, Franco Bassette, Roger Gassert, Henning Müller:
Hand Gesture Classification in Transradial Amputees Using the Myo Armband Classifier. BioRob 2018: 156-161 - [c238]Vincent Andrearczyk, Henning Müller:
Deep Multimodal Classification of Image Types in Biomedical Journal Figures. CLEF 2018: 3-14 - [c237]Yashin Dicente Cid, Vitali Liauchuk, Vassili Kovalev, Henning Müller:
Overview of ImageCLEFtuberculosis 2018 - Detecting Multi-Drug Resistance, Classifying Tuberculosis Types and Assessing Severity Scores. CLEF (Working Notes) 2018 - [c236]Yashin Dicente Cid, Henning Müller:
Texture-based Graph Model of the Lungs for Drug Resistance Detection, Tuberculosis Type Classification, and Severity Scoring: Participation in ImageCLEF 2018 Tuberculosis Task. CLEF (Working Notes) 2018 - [c235]Sadid A. Hasan, Yuan Ling, Oladimeji Farri, Joey Liu, Henning Müller, Matthew P. Lungren:
Overview of ImageCLEF 2018 Medical Domain Visual Question Answering Task. CLEF (Working Notes) 2018 - [c234]Alba Garcia Seco de Herrera, Carsten Eickhoff, Vincent Andrearczyk, Henning Müller:
Overview of the ImageCLEF 2018 Caption Prediction Tasks. CLEF (Working Notes) 2018 - [c233]Alexis Joly, Hervé Goëau, Christophe Botella, Hervé Glotin, Pierre Bonnet, Willem-Pier Vellinga, Robert Planqué, Henning Müller:
Overview of LifeCLEF 2018: A Large-Scale Evaluation of Species Identification and Recommendation Algorithms in the Era of AI. CLEF 2018: 247-266 - [c232]Bogdan Ionescu, Henning Müller, Mauricio Villegas, Alba Garcia Seco de Herrera, Carsten Eickhoff, Vincent Andrearczyk, Yashin Dicente Cid, Vitali Liauchuk, Vassili Kovalev, Sadid A. Hasan, Yuan Ling, Oladimeji Farri, Joey Liu, Matthew P. Lungren, Duc-Tien Dang-Nguyen, Luca Piras, Michael Riegler, Liting Zhou, Mathias Lux, Cathal Gurrin:
Overview of ImageCLEF 2018: Challenges, Datasets and Evaluation. CLEF 2018: 309-334 - [c231]Genevieve C. Y. Chan, Ravi Kamble, Henning Müller, Syed A. A. Shah, Tong Boon Tang, Fabrice Mériaudeau:
Fusing Results of Several Deep Learning Architectures for Automatic Classification of Normal and Diabetic Macular Edema in Optical Coherence Tomography. EMBC 2018: 670-673 - [c230]Gabriela Ramírez-de-la-Rosa, Esaú Villatoro, Bogdan Ionescu, Hugo Jair Escalante, Sergio Escalera, Martha A. Larson, Henning Müller, Isabelle Guyon:
Overview of the Multimedia Information Processing for Personality & Social Networks Analysis Contest. CVAUI/IWCF/MIPPSNA@ICPR 2018: 127-139 - [c229]Sebastian Otálora, Oscar J. Perdomo, Manfredo Atzori, Mats Andersson, Ludwig Jacobsson, Martin Hedlund, Henning Müller:
Determining the scale of image patches using a deep learning approach. ISBI 2018: 843-846 - [c228]Oscar J. Perdomo, Sebastian Otálora, Fabio A. González, Fabrice Mériaudeau, Henning Müller:
OCT-NET: A convolutional network for automatic classification of normal and diabetic macular edema using sd-oct volumes. ISBI 2018: 1423-1426 - [c227]Ivan Eggel, Roger Schaer, Henning Müller:
Distributed Container-Based Evaluation Platform for Private/Large Datasets. ISPDC 2018: 93-100 - [c226]Yashin Dicente Cid, Oula Puonti, Alexandra Platon, Koen Van Leemput, Henning Müller, Pierre-Alexandre Poletti:
An automatically generated texture-based atlas of the lungs. Medical Imaging: Computer-Aided Diagnosis 2018: 105753A - [c225]Mara Graziani, Vincent Andrearczyk, Henning Müller:
Regression Concept Vectors for Bidirectional Explanations in Histopathology. MLCN/DLF/iMIMIC@MICCAI 2018: 124-132 - [c224]Sebastian Otálora, Manfredo Atzori, Vincent Andrearczyk, Henning Müller:
Image Magnification Regression Using DenseNet for Exploiting Histopathology Open Access Content. COMPAY/OMIA@MICCAI 2018: 148-155 - [c223]Oscar J. Perdomo, Vincent Andrearczyk, Fabrice Mériaudeau, Henning Müller, Fabio A. González:
Glaucoma Diagnosis from Eye Fundus Images Based on Deep Morphometric Feature Estimation. COMPAY/OMIA@MICCAI 2018: 319-327 - [c222]Annika Reinke, Matthias Eisenmann, Sinan Onogur, Marko Stankovic, Patrick Scholz, Peter M. Full, Hrvoje Bogunovic, Bennett A. Landman, Oskar Maier, Bjoern H. Menze, Gregory C. Sharp, Korsuk Sirinukunwattana, Stefanie Speidel, Fons van der Sommen, Guoyan Zheng, Henning Müller, Michal Kozubek, Tal Arbel, Andrew P. Bradley, Pierre Jannin, Annette Kopp-Schneider, Lena Maier-Hein:
How to Exploit Weaknesses in Biomedical Challenge Design and Organization. MICCAI (4) 2018: 388-395 - [c221]Yashin Dicente Cid, Oscar Alfonso Jiménez del Toro, Alexandra Platon, Henning Müller, Pierre-Alexandre Poletti:
From Local to Global: A Holistic Lung Graph Model. MICCAI (2) 2018: 786-793 - [c220]Mikaël Rousson, Martin Hedlund, Mats Andersson, Ludwig Jacobsson, Gunnar Läthén, Björn Norell, Oscar Alfonso Jiménez del Toro, Henning Müller, Manfredo Atzori:
Tumor proliferation assessment of whole slide images. Medical Imaging: Digital Pathology 2018: 105810Y - [c219]Maia Rohm, Bogdan Ionescu, Alexandru-Lucian Gînsca, Rodrygo L. T. Santos, Henning Müller:
Subdiv17: a dataset for investigating subjectivity in the visual diversification of image search results. MMSys 2018: 444-449 - [d1]Maia Rohm, Bogdan Ionescu, Alexandru-Lucian Gînsca, Rodrygo L. T. Santos, Henning Müller:
SubDiv17: A Dataset for Investigating Subjectivity in the Visual Diversification of Image Search Results. Zenodo, 2018 - [i6]Lena Maier-Hein, Matthias Eisenmann, Annika Reinke, Sinan Onogur, Marko Stankovic, Patrick Scholz, Tal Arbel, Hrvoje Bogunovic, Andrew P. Bradley, Aaron Carass, Carolin Feldmann, Alejandro F. Frangi, Peter M. Full, Bram van Ginneken, Allan Hanbury, Katrin Honauer, Michal Kozubek, Bennett A. Landman, Keno März, Oskar Maier, Klaus H. Maier-Hein, Bjoern H. Menze, Henning Müller, Peter F. Neher, Wiro J. Niessen, Nasir M. Rajpoot, Gregory C. Sharp, Korsuk Sirinukunwattana, Stefanie Speidel, Christian Stock, Danail Stoyanov, Abdel Aziz Taha, Fons van der Sommen, Ching-Wei Wang, Marc-André Weber, Guoyan Zheng, Pierre Jannin, Annette Kopp-Schneider:
Is the winner really the best? A critical analysis of common research practice in biomedical image analysis competitions. CoRR abs/1806.02051 (2018) - 2017
- [j60]Alba Garcia Seco de Herrera, Roger Schaer, Henning Müller:
Shangri-La: A medical case-based retrieval tool. J. Assoc. Inf. Sci. Technol. 68(11): 2587-2601 (2017) - [j59]Yashin Dicente Cid, Henning Müller, Alexandra Platon, Pierre-Alexandre Poletti, Adrien Depeursinge:
3D Solid Texture Classification Using Locally-Oriented Wavelet Transforms. IEEE Trans. Image Process. 26(4): 1899-1910 (2017) - [j58]Henning Müller, Devrim Ünay:
Retrieval From and Understanding of Large-Scale Multi-modal Medical Datasets: A Review. IEEE Trans. Multim. 19(9): 2093-2104 (2017) - [c218]Yashin Dicente Cid, Kayhan Batmanghelich, Henning Müller:
Textured Graph-model of the Lungs for Tuberculosis Type Classification and Drug Resistance Prediction: Participation in ImageCLEF 2017. CLEF (Working Notes) 2017 - [c217]Yashin Dicente Cid, Kayhan Batmanghelich, Henning Müller:
Textured Graph-Based Model of the Lungs: Application on Tuberculosis Type Classification and Multi-drug Resistance Detection. CLEF 2017: 157-168 - [c216]Yashin Dicente Cid, Alexander Kalinovsky, Vitali Liauchuk, Vassili Kovalev, Henning Müller:
Overview of the ImageCLEF 2017 Tuberculosis Task - Predicting Tuberculosis Type and Drug Resistances. CLEF (Working Notes) 2017 - [c215]Yashin Dicente Cid, Henning Müller, Kayhan Batmanghelich:
BatmanLab in the ImageCLEF Tuberculosis task 2017. CLEF (Working Notes) 2017 - [c214]Carsten Eickhoff, Immanuel Schwall, Alba Garcia Seco de Herrera, Henning Müller:
Overview of ImageCLEFcaption 2017 - Image Caption Prediction and Concept Detection for Biomedical Images. CLEF (Working Notes) 2017 - [c213]Alexis Joly, Hervé Goëau, Hervé Glotin, Concetto Spampinato, Pierre Bonnet, Willem-Pier Vellinga, Jean-Christophe Lombardo, Robert Planqué, Simone Palazzo, Henning Müller:
LifeCLEF 2017 Lab Overview: Multimedia Species Identification Challenges. CLEF 2017: 255-274 - [c212]Bogdan Ionescu, Henning Müller, Mauricio Villegas, Helbert Arenas, Giulia Boato, Duc-Tien Dang-Nguyen, Yashin Dicente Cid, Carsten Eickhoff, Alba Garcia Seco de Herrera, Cathal Gurrin, Md Bayzidul Islam, Vassili Kovalev, Vitali Liauchuk, Josiane Mothe, Luca Piras, Michael Riegler, Immanuel Schwall:
Overview of ImageCLEF 2017: Information Extraction from Images. CLEF 2017: 315-337 - [c211]Liviu-Daniel Stefan, Yashin Dicente Cid, Oscar Alfonso Jiménez del Toro, Bogdan Ionescu, Henning Müller:
Finding and Classifying Tuberculosis Types for a Targeted Treatment: MedGIFT-UPB Participation in the ImageCLEF 2017 Tuberculosis Task. CLEF (Working Notes) 2017 - [c210]Liviu-Daniel Stefan, Bogdan Ionescu, Henning Müller:
Generating Captions for Medical Images with a Deep Learning Multi-hypothesis Approach: ImageCLEF 2017 Caption Task. CLEF (Working Notes) 2017 - [c209]Francesca Giordaniello, Matteo Cognolato, Mara Graziani, Arjan Gijsberts, Valentina Gregori, Gianluca Saetta, Anne-Gabrielle Mittaz Hager, Cesare Tiengo, Franco Bassetto, Peter C. Brugger, Barbara Caputo, Henning Müller, Manfredo Atzori:
Megane Pro: Myo-electricity, visual and gaze tracking data acquisitions to improve hand prosthetics. ICORR 2017: 1148-1153 - [c208]Francesca Palermo, Matteo Cognolato, Arjan Gijsberts, Henning Müller, Barbara Caputo, Manfredo Atzori:
Repeatability of grasp recognition for robotic hand prosthesis control based on sEMG data. ICORR 2017: 1154-1159 - [c207]Muhammad Awais, Henning Müller, Tong Boon Tang, Fabrice Mériaudeau:
Classification of SD-OCT images using a Deep learning approach. ICSIPA 2017: 489-492 - [c206]Matteo Cognolato, Mara Graziani, Francesca Giordaniello, Gianluca Saetta, Franco Bassetto, Peter C. Brugger, Barbara Caputo, Henning Müller, Manfredo Atzori:
Semi-automatic Training of an Object Recognition System in Scene Camera Data Using Gaze Tracking and Accelerometers. ICVS 2017: 175-184 - [c205]Maia Zaharieva, Bogdan Ionescu, Alexandru-Lucian Gînsca, Rodrygo L. T. Santos, Henning Müller:
Retrieving Diverse Social Images at MediaEval 2017: Challenges, Dataset and Evaluation. MediaEval 2017 - [c204]Hanna Suominen, Henning Müller, Lucila Ohno-Machado, Sanna Salanterä, Günter Schreier, Leif Hanlen:
Prerequisites for International Exchanges of Health Information for Record Research: Comparison of Australian, Austrian, Finnish, Swiss, and US Policies. MedInfo 2017: 1312 - [c203]Sebastian Otálora, Oscar J. Perdomo, Fabio A. González, Henning Müller:
Training Deep Convolutional Neural Networks with Active Learning for Exudate Classification in Eye Fundus Images. CVII-STENT/LABELS@MICCAI 2017: 146-154 - [c202]Oscar Alfonso Jiménez del Toro, Sebastian Otálora, Manfredo Atzori, Henning Müller:
Deep Multimodal Case-Based Retrieval for Large Histopathology Datasets. Patch-MI@MICCAI 2017: 149-157 - [c201]Oscar Alfonso Jiménez del Toro, Manfredo Atzori, Sebastian Otálora, Mats Andersson, Kristian Eurén, Martin Hedlund, Peter Rönnquist, Henning Müller:
Convolutional neural networks for an automatic classification of prostate tissue slides with high-grade Gleason score. Medical Imaging: Digital Pathology 2017: 101400O - [p11]Allan Hanbury, Henning Müller:
VISCERAL: Evaluation-as-a-Service for Medical Imaging. Cloud-Based Benchmarking of Medical Image Analysis 2017: 3-13 - [p10]Ivan Eggel, Roger Schaer, Henning Müller:
Using the Cloud as a Platform for Evaluation and Data Preparation. Cloud-Based Benchmarking of Medical Image Analysis 2017: 15-30 - [p9]Oscar Alfonso Jiménez del Toro, Henning Müller, Antonio Foncubierta-Rodríguez, Georg Langs, Allan Hanbury:
Retrieval of Medical Cases for Diagnostic Decisions: VISCERAL Retrieval Benchmark. Cloud-Based Benchmarking of Medical Image Analysis 2017: 127-141 - [p8]Oscar Alfonso Jiménez del Toro, Pol Cirujeda, Henning Müller:
Combining Radiology Images and Clinical Metadata for Multimodal Medical Case-Based Retrieval. Cloud-Based Benchmarking of Medical Image Analysis 2017: 221-236 - [p7]Fan Zhang, Yang Song, Weidong Cai, Adrien Depeursinge, Henning Müller:
Text- and Content-Based Medical Image Retrieval in the VISCERAL Retrieval Benchmark. Cloud-Based Benchmarking of Medical Image Analysis 2017: 237-249 - [e21]Allan Hanbury, Henning Müller, Georg Langs:
Cloud-Based Benchmarking of Medical Image Analysis. Springer 2017, ISBN 978-3-319-49642-9 [contents] - [e20]Henning Müller, B. Michael Kelm, Tal Arbel, Weidong Cai, Manual Jorge Cardoso, Georg Langs, Bjoern H. Menze, Dimitris N. Metaxas, Albert Montillo, William M. Wells III, Shaoting Zhang, Albert C. S. Chung, Mark Jenkinson, Annemie Ribbens:
Medical Computer Vision and Bayesian and Graphical Models for Biomedical Imaging - MICCAI 2016 International Workshops, MCV and BAMBI, Athens, Greece, October 21, 2016, Revised Selected Papers. Lecture Notes in Computer Science 10081, Springer 2017, ISBN 978-3-319-61187-7 [contents] - [i5]Dimitrios Markonis, Roger Schaer, Alba Garcia Seco de Herrera, Henning Müller:
The Parallel Distributed Image Search Engine (ParaDISE). CoRR abs/1701.05596 (2017) - [i4]Antonio Foncubierta-Rodríguez, Henning Müller, Adrien Depeursinge:
From visual words to a visual grammar: using language modelling for image classification. CoRR abs/1703.05571 (2017) - 2016
- [j57]Jacinto Arias, Jesus Martínez-Gómez, José A. Gámez, Alba Garcia Seco de Herrera, Henning Müller:
Medical image modality classification using discrete Bayesian networks. Comput. Vis. Image Underst. 151: 61-71 (2016) - [j56]Manfredo Atzori, Matteo Cognolato, Henning Müller:
Deep Learning with Convolutional Neural Networks Applied to Electromyography Data: A Resource for the Classification of Movements for Prosthetic Hands. Frontiers Neurorobotics 10: 9 (2016) - [j55]Bogdan Ionescu, Henning Müller, Yiannis Kompatsiaris, Guillaume Gravier, Anthony Vetro:
Reports on CBMI 16 and ICME 16. IEEE Multim. 23(4): 88-93 (2016) - [j54]Lorraine Goeuriot, Gareth J. F. Jones, Liadh Kelly, Henning Müller, Justin Zobel:
Medical information retrieval: introduction to the special issue. Inf. Retr. J. 19(1-2): 1-5 (2016) - [j53]Dimitrios Markonis, Roger Schaer, Henning Müller:
Evaluating multimodal relevance feedback techniques for medical image retrieval. Inf. Retr. J. 19(1-2): 100-112 (2016) - [j52]João R. M. Palotti, Allan Hanbury, Henning Müller, Charles E. Kahn Jr.:
How users search and what they search for in the medical domain - Understanding laypeople and experts through query logs. Inf. Retr. J. 19(1-2): 189-224 (2016) - [j51]Roger Schaer, Henning Müller, Adrien Depeursinge:
Optimized Distributed Hyperparameter Search and Simulation for Lung Texture Classification in CT Using Hadoop. J. Imaging 2(2): 19 (2016) - [j50]Bogdan Ionescu, Adrian Popescu, Anca-Livia Radu, Henning Müller:
Result diversification in social image retrieval: a benchmarking framework. Multim. Tools Appl. 75(2): 1301-1331 (2016) - [j49]Henning Müller, Jayashree Kalpathy-Cramer, Allan Hanbury, Keyvan Farahani, Rinat Sergeev, Jin H. Paik, Arno Klein, Antonio Criminisi, Andrew D. Trister, Thea Norman, David N. Kennedy, Ganapati Srinivasa, Artem Mamonov, Nina Preuss:
Report on the Cloud-Based Evaluation Approaches Workshop 2015. SIGIR Forum 50(1): 38-41 (2016) - [j48]Lorraine Goeuriot, Steven Bedrick, Gareth J. F. Jones, Anastasia Krithara, Henning Müller, George Paliouras:
Report on the SIGIR 2016 Workshop on Medical Information Retrieval (MedIR). SIGIR Forum 50(2): 76-81 (2016) - [j47]Oscar Alfonso Jiménez del Toro, Henning Müller, Markus Krenn, Katharina Gruenberg, Abdel Aziz Taha, Marianne Winterstein, Ivan Eggel, Antonio Foncubierta-Rodríguez, Orcun Goksel, András Jakab, Georgios Kontokotsios, Georg Langs, Bjoern H. Menze, Tomas Salas Fernandez, Roger Schaer, Anna Walleyo, Marc-André Weber, Yashin Dicente Cid, Tobias Gass, Mattias P. Heinrich, Fucang Jia, Fredrik Kahl, Razmig Kéchichian, Dominic Mai, Assaf B. Spanier, Graham Vincent, Chunliang Wang, Daniel Wyeth, Allan Hanbury:
Cloud-Based Evaluation of Anatomical Structure Segmentation and Landmark Detection Algorithms: VISCERAL Anatomy Benchmarks. IEEE Trans. Medical Imaging 35(11): 2459-2475 (2016) - [j46]Pol Cirujeda, Yashin Dicente Cid, Henning Müller, Daniel L. Rubin, Todd A. Aguilera, Billy W. Loo, Maximilian Diehn, Xavier Binefa, Adrien Depeursinge:
A 3-D Riesz-Covariance Texture Model for Prediction of Nodule Recurrence in Lung CT. IEEE Trans. Medical Imaging 35(12): 2620-2630 (2016) - [c200]Ranveer Joyseeree, Roger Schaer, Henning Müller:
A Demo of multimodal medical retrieval. CBMI 2016: 1-4 - [c199]Guido Zuccon, João R. M. Palotti, Lorraine Goeuriot, Liadh Kelly, Mihai Lupu, Pavel Pecina, Henning Müller, Julie Budaher, Anthony Deacon:
The IR Task at the CLEF eHealth Evaluation Lab 2016: User-centred Health Information Retrieval. CLEF (Working Notes) 2016: 15-27 - [c198]Alba Garcia Seco de Herrera, Roger Schaer, Stefano Bromuri, Henning Müller:
Overview of the ImageCLEF 2016 Medical Task. CLEF (Working Notes) 2016: 219-232 - [c197]Mauricio Villegas, Henning Müller, Alba Garcia Seco de Herrera, Roger Schaer, Stefano Bromuri, Andrew Gilbert, Luca Piras, Josiah Wang, Fei Yan, Arnau Ramisa, Emmanuel Dellandréa, Robert J. Gaizauskas, Krystian Mikolajczyk, Joan Puigcerver, Alejandro H. Toselli, Joan-Andreu Sánchez, Enrique Vidal:
General Overview of ImageCLEF at the CLEF 2016 Labs. CLEF 2016: 267-285 - [c196]Alexis Joly, Hervé Goëau, Hervé Glotin, Concetto Spampinato, Pierre Bonnet, Willem-Pier Vellinga, Julien Champ, Robert Planqué, Simone Palazzo, Henning Müller:
LifeCLEF 2016: Multimedia Life Species Identification Challenges. CLEF 2016: 286-310 - [c195]Hugo Jair Escalante, Víctor Ponce-López, Jun Wan, Michael A. Riegler, Baiyu Chen, Albert Clapés, Sergio Escalera, Isabelle Guyon, Xavier Baró, Pål Halvorsen, Henning Müller, Martha A. Larson:
ChaLearn Joint Contest on Multimedia Challenges Beyond Visual Analysis: An overview. ICPR 2016: 67-73 - [c194]Grace Eden, Florian Evéquoz, Esther González-Martínez, Antoine Widmer, Roger Schaer, Marcel Henry, Henning Müller:
Activity evaluation: a video-based approach to iterative prototype design. IHM 2016: 314-320 - [c193]Bogdan Ionescu, Alexandru-Lucian Gînsca, Maia Zaharieva, Bogdan Boteanu, Mihai Lupu, Henning Müller:
Retrieving Diverse Social Images at MediaEval 2016: Challenge, Dataset and Evaluation. MediaEval 2016 - [c192]Yashin Dicente Cid, Henning Müller, Alexandra Platon, Jean-Paul Janssens, Frédéric Lador, Pierre-Alexandre Poletti, Adrien Depeursinge:
A Lung Graph-Model for Pulmonary Hypertension and Pulmonary Embolism Detection on DECT Images. MCV/BAMBI@MICCAI 2016: 58-68 - [c191]Alba Garcia Seco de Herrera, Roger Schaer, Sameer K. Antani, Henning Müller:
Using Crowdsourcing for Multi-label Biomedical Compound Figure Annotation. LABELS/DLMIA@MICCAI 2016: 228-237 - [c190]Alexis Joly, Hervé Goëau, Julien Champ, Samuel Dufour-Kowalski, Henning Müller, Pierre Bonnet:
Crowdsourcing Biodiversity Monitoring: How Sharing your Photo Stream can Sustain our Planet. ACM Multimedia 2016: 958-967 - [c189]Bogdan Ionescu, Alexandru-Lucian Gînsca, Bogdan Boteanu, Mihai Lupu, Adrian Popescu, Henning Müller:
Div150Multi: a social image retrieval result diversification dataset with multi-topic queries. MMSys 2016: 46:1-46:6 - [c188]Mohammad Reza Zare, Henning Müller:
A Medical X-Ray Image Classification and Retrieval System. PACIS 2016: 13 - [c187]Anamaria Vizitiu, Lucian Mihai Itu, Ranveer Joyseeree, Adrien Depeursinge, Henning Müller, Constantin Suciu:
GPU-Accelerated Texture Analysis Using Steerable Riesz Wavelets. PDP 2016: 431-434 - [c186]Steven Bedrick, Lorraine Goeuriot, Gareth J. F. Jones, Anastasia Krithara, Henning Müller, George Paliouras:
Medical Information Search Workshop (MEDIR). SIGIR 2016: 1243 - [c185]Roger Schaer, Thomaz Melly, Henning Müller, Antoine Widmer:
Using smart glasses in medical emergency situations, a qualitative pilot study. Wireless Health 2016: 54-58 - [e19]Bjoern H. Menze, Georg Langs, Albert Montillo, B. Michael Kelm, Henning Müller, Shaoting Zhang, Tom Weidong Cai, Dimitris N. Metaxas:
Medical Computer Vision: Algorithms for Big Data - International Workshop, MCV 2015, Held in Conjunction with MICCAI 2015, Munich, Germany, October 9, 2015, Revised Selected Papers. Lecture Notes in Computer Science 9601, Springer 2016, ISBN 978-3-319-42015-8 [contents] - [i3]Hanna Suominen, Henning Müller, Lucila Ohno-Machado, Sanna Salanterä, Günter Schreier, Leif Hanlen:
Prerequisites for International Exchanges of Health Information: Comparison of Australian, Austrian, Finnish, Swiss, and US Privacy Policies. CoRR abs/1612.04902 (2016) - 2015
- [j45]Dina Demner-Fushman, Sameer K. Antani, Jayashree Kalpathy-Cramer, Henning Müller:
A decade of community-wide efforts in advancing medical image understanding and retrieval. Comput. Medical Imaging Graph. 39: 1-2 (2015) - [j44]Alba Garcia Seco de Herrera, Roger Schaer, Dimitrios Markonis, Henning Müller:
Comparing fusion techniques for the ImageCLEF 2013 medical case retrieval task. Comput. Medical Imaging Graph. 39: 46-54 (2015) - [j43]Jayashree Kalpathy-Cramer, Alba Garcia Seco de Herrera, Dina Demner-Fushman, Sameer K. Antani, Steven Bedrick, Henning Müller:
Evaluating performance of biomedical image retrieval systems - An overview of the medical image retrieval task at ImageCLEF 2004-2013. Comput. Medical Imaging Graph. 39: 55-61 (2015) - [j42]Dimitrios Markonis, Markus Holzer, Frederic Baroz, Rafael Luis Ruiz De Castaneda, Célia Boyer, Georg Langs, Henning Müller:
User-oriented evaluation of a medical image retrieval system for radiologists. Int. J. Medical Informatics 84(10): 774-783 (2015) - [j41]Maria De-Arteaga, Ivan Eggel, Bao H. Do, Daniel L. Rubin, Charles E. Kahn Jr., Henning Müller:
Comparing image search behaviour in the ARRS GoldMiner search engine and a clinical PACS/RIS. J. Biomed. Informatics 56: 57-64 (2015) - [j40]Maria De-Arteaga, Ivan Eggel, Charles E. Kahn Jr., Henning Müller:
Analyzing Medical Image Search Behavior: Semantics and Prediction of Query Results. J. Digit. Imaging 28(5): 537-546 (2015) - [j39]Frank Hopfgartner, Allan Hanbury, Henning Müller, Noriko Kando, Simon Mercer, Jayashree Kalpathy-Cramer, Martin Potthast, Tim Gollub, Anastasia Krithara, Jimmy Lin, Krisztian Balog, Ivan Eggel:
Report on the Evaluation-as-a-Service (EaaS) Expert Workshop. SIGIR Forum 49(1): 57-65 (2015) - [c184]Alba Garcia Seco de Herrera, Henning Müller, Stefano Bromuri:
Overview of the ImageCLEF 2015 Medical Classification Task. CLEF (Working Notes) 2015 - [c183]Sandra Mitrovic, Henning Müller:
Summarizing Citation Contexts of Scientific Publications. CLEF 2015: 154-165 - [c182]Mauricio Villegas, Henning Müller, Andrew Gilbert, Luca Piras, Josiah Wang, Krystian Mikolajczyk, Alba Garcia Seco de Herrera, Stefano Bromuri, M. Ashraful Amin, Mahmood Kazi Mohammed, Burak Acar, Suzan Üsküdarli, Neda Barzegar Marvasti, José Francisco Aldana Montes, María del Mar Roldán García:
General Overview of ImageCLEF at the CLEF 2015 Labs. CLEF 2015: 444-461 - [c181]Alexis Joly, Hervé Goëau, Hervé Glotin, Concetto Spampinato, Pierre Bonnet, Willem-Pier Vellinga, Robert Planqué, Andreas Rauber, Simone Palazzo, Bob Fisher, Henning Müller:
LifeCLEF 2015: Multimedia Life Species Identification Challenges. CLEF 2015: 462-483 - [c180]Henning Müller, Oscar Alfonso Jiménez del Toro, Allan Hanbury, Georg Langs, Antonio Foncubierta-Rodríguez:
Overview of the First Workshop of Muldimodal Retrieval in the Medical Domain (MRMD 2015). MRDM@ECIR 2015: 1-7 - [c179]Alba Garcia Seco de Herrera, Dimitrios Markonis, Ranveer Joyseeree, Roger Schaer, Antonio Foncubierta-Rodríguez, Henning Müller:
Semi-supervised Learning for Image Modality Classification. MRDM@ECIR 2015: 85-98 - [c178]Oscar Alfonso Jiménez del Toro, Allan Hanbury, Georg Langs, Antonio Foncubierta-Rodríguez, Henning Müller:
Overview of the VISCERAL Retrieval Benchmark 2015. MRDM@ECIR 2015: 115-123 - [c177]Fan Zhang, Yang Song, Weidong Cai, Adrien Depeursinge, Henning Müller:
USYD/HES-SO in the VISCERAL Retrieval Benchmark. MRDM@ECIR 2015: 139-143 - [c176]Oscar Alfonso Jiménez del Toro, Pol Cirujeda, Yashin Dicente Cid, Henning Müller:
RadLex Terms and Local Texture Features for Multimodal Medical Case Retrieval. MRDM@ECIR 2015: 144-152 - [c175]Henning Müller, Oscar Alfonso Jiménez del Toro, Allan Hanbury, Georg Langs, Antonio Foncubierta-Rodríguez:
Workshop Multimodal Retrieval in the Medical Domain (MRMD) 2015. ECIR 2015: 834-837 - [c174]Roger Schaer, Fanny Salamin, Oscar Alfonso Jiménez del Toro, Manfredo Atzori, Henning Müller, Antoine Widmer:
Live ECG readings using Google Glass in emergency situations. EMBC 2015: 315-318 - [c173]Manfredo Atzori, Anne-Gabrielle Mittaz Hager, Simone Elsig, Giorgio Giatsidis, Franco Bassetto, Henning Müller:
Effects of prosthesis use on the capability to control myoelectric robotic prosthetic hands. EMBC 2015: 3456-3459 - [c172]Manfredo Atzori, Henning Müller:
The Ninapro database: A resource for sEMG naturally controlled robotic hand prosthetics. EMBC 2015: 7151-7154 - [c171]Pol Cirujeda, Henning Müller, Daniel L. Rubin, Todd A. Aguilera, Billy W. Loo, Maximilian Diehn, Xavier Binefa, Adrien Depeursinge:
3D Riesz-wavelet based Covariance descriptors for texture classification of lung nodule tissue in CT. EMBC 2015: 7909-7912 - [c170]Orcun Goksel, Antonio Foncubierta-Rodríguez, Oscar Alfonso Jiménez del Toro, Henning Müller, Georg Langs, Marc-André Weber, Bjoern H. Menze, Ivan Eggel, Katharina Gruenberg, Marianne Winterstein, Markus Holzer, Markus Krenn, Georgios Kontokotsios, Sokratis Metallidis, Roger Schaer, Abdel Aziz Taha, András Jakab, Tomas Salas Fernandez, Allan Hanbury:
Overview of the VISCERAL Challenge at ISBI 2015. VISCERAL Challenge@ISBI 2015: 6-11 - [c169]Oscar Alfonso Jiménez del Toro, Yashin Dicente Cid, Adrien Depeursinge, Henning Müller:
Hierarchic Anatomical Structure Segmentation Guided by Spatial Correlations (AnatSeg-Gspac): VISCERAL Anatomy3. VISCERAL Challenge@ISBI 2015: 22-26 - [c168]Yashin Dicente Cid, Oscar Alfonso Jiménez del Toro, Adrien Depeursinge, Henning Müller:
Efficient and fully automatic segmentation of the lungs in CT volumes. VISCERAL Challenge@ISBI 2015: 31-35 - [c167]Adrien Depeursinge, Pedram Pad, Anne S. Chin, Ann N. Leung, Daniel L. Rubin, Henning Müller, Michael Unser:
Optimized steerable wavelets for texture analysis of lung tissue in 3-D CT: Classification of usual interstitial pneumonia. ISBI 2015: 403-406 - [c166]Bogdan Ionescu, Alexandru-Lucian Gînsca, Bogdan Boteanu, Adrian Popescu, Mihai Lupu, Henning Müller:
Retrieving Diverse Social Images at MediaEval 2015: Challenge, Dataset and Evaluation. MediaEval 2015 - [c165]Oscar Alfonso Jiménez del Toro, Antonio Foncubierta-Rodríguez, Adrien Depeursinge, Henning Müller:
Texture classification of anatomical structures in CT using a context-free machine learning approach. Medical Imaging: Computer-Aided Diagnosis 2015: 94140W - [c164]Yashin Dicente Cid, Adrien Depeursinge, Antonio Foncubierta-Rodríguez, Alexandra Platon, Pierre-Alexandre Poletti, Henning Müller:
Pulmonary embolism detection using localized vessel-based features in dual energy CT. Medical Imaging: Computer-Aided Diagnosis 2015: 941407 - [c163]Henning Müller, Bjoern H. Menze, Georg Langs, Albert Montillo, B. Michael Kelm, Shaoting Zhang, Weidong Cai, Dimitris N. Metaxas:
Overview of the 2015 Workshop on Medical Computer Vision - Algorithms for Big Data (MCV 2015). MCV@MICCAI 2015: 3-9 - [c162]Markus Krenn, Matthias Dorfer, Oscar Alfonso Jiménez del Toro, Henning Müller, Bjoern H. Menze, Marc-André Weber, Allan Hanbury, Georg Langs:
Creating a Large-Scale Silver Corpus from Multiple Algorithmic Segmentations. MCV@MICCAI 2015: 103-115 - [c161]Sebastian Otálora, Angel Cruz-Roa, John Edison Arevalo Ovalle, Manfredo Atzori, Anant Madabhushi, Alexander R. Judkins, Fabio A. González, Henning Müller, Adrien Depeursinge:
Combining Unsupervised Feature Learning and Riesz Wavelets for Histopathology Image Representation: Application to Identifying Anaplastic Medulloblastoma. MICCAI (1) 2015: 581-588 - [c160]Ranveer Joyseeree, Rami Abou Sabha, Henning Müller:
Applying Machine Learning to Gait Analysis Data for Disease Identification. MIE 2015: 850-854 - [c159]Ranveer Joyseeree, Henning Müller:
Locating seed points for automatic multi-organ segmentation using non-rigid registration and organ annotations. Medical Imaging: Image Processing 2015: 94133S - [c158]Bogdan Ionescu, Adrian Popescu, Mihai Lupu, Alexandru-Lucian Gînsca, Bogdan Boteanu, Henning Müller:
Div150Cred: A social image retrieval result diversification with user tagging credibility dataset. MMSys 2015: 207-212 - [p6]Antonio Foncubierta-Rodríguez, Alba Garcia Seco de Herrera, Henning Müller:
Meaningful Bags of Words for Medical Image Classification and Retrieval. Health Monitoring and Personalized Feedback using Multimedia Data 2015: 73-93 - [e18]Henning Müller, Oscar Alfonso Jiménez del Toro, Allan Hanbury, Georg Langs, Antonio Foncubierta-Rodríguez:
Multimodal Retrieval in the Medical Domain - First International Workshop, MRMD 2015, Vienna, Austria, March 29, 2015, Revised Selected Papers. Lecture Notes in Computer Science 9059, Springer 2015, ISBN 978-3-319-24470-9 [contents] - [e17]Orcun Goksel, Oscar Alfonso Jiménez del Toro, Antonio Foncubierta-Rodríguez, Henning Müller:
Proceedings of the VISCERAL Anatomy3 Organ Segmentation Challenge co-located with IEEE International Symposium on Biomedical Imaging (ISBI 2015), Brooklyn, NY, USA, April 16, 2015. CEUR Workshop Proceedings 1390, CEUR-WS.org 2015 [contents] - [i2]Dimitrios Markonis, Roger Schaer, Ivan Eggel, Henning Müller, Adrien Depeursinge:
Using MapReduce for Large-scale Medical Image Analysis. CoRR abs/1510.06937 (2015) - [i1]Allan Hanbury, Henning Müller, Krisztian Balog, Torben Brodt, Gordon V. Cormack, Ivan Eggel, Tim Gollub, Frank Hopfgartner, Jayashree Kalpathy-Cramer, Noriko Kando, Anastasia Krithara, Jimmy Lin, Simon Mercer, Martin Potthast:
Evaluation-as-a-Service: Overview and Outlook. CoRR abs/1512.07454 (2015) - 2014
- [j38]Adrien Depeursinge, Antonio Foncubierta-Rodríguez, Dimitri Van De Ville, Henning Müller:
Three-dimensional solid texture analysis in biomedical imaging: Review and opportunities. Medical Image Anal. 18(1): 176-196 (2014) - [j37]Antonio Foncubierta-Rodríguez, Henning Müller, Adrien Depeursinge:
Retrieval of high-dimensional visual data: current state, trends and challenges ahead. Multim. Tools Appl. 69(2): 539-567 (2014) - [j36]Lorraine Goeuriot, Liadh Kelly, Gareth J. F. Jones, Henning Müller, Justin Zobel:
Report on the SIGIR 2014 Workshop on Medical Information Retrieval (MedIR). SIGIR Forum 48(2): 78-82 (2014) - [j35]Adrien Depeursinge, Antonio Foncubierta-Rodríguez, Dimitri Van De Ville, Henning Müller:
Rotation-Covariant Texture Learning Using Steerable Riesz Wavelets. IEEE Trans. Image Process. 23(2): 898-908 (2014) - [c157]Oscar Alfonso Jiménez del Toro, Henning Müller:
Multi atlas-based segmentation with data driven refinement. BHI 2014: 605-608 - [c156]Lorraine Goeuriot, Liadh Kelly, Wei Li, João R. M. Palotti, Pavel Pecina, Guido Zuccon, Allan Hanbury, Gareth J. F. Jones, Henning Müller:
ShARe/CLEF eHealth Evaluation Lab 2014, Task 3: User-centred Health Information Retrieval. CLEF (Working Notes) 2014: 43-61 - [c155]Barbara Caputo, Henning Müller, Jesus Martínez-Gómez, Mauricio Villegas, Burak Acar, Novi Patricia, Neda Barzegar Marvasti, Suzan Üsküdarli, Roberto Paredes, Miguel Cazorla, Ismael García-Varea, Vicente Morell:
ImageCLEF 2014: Overview and Analysis of the Results. CLEF 2014: 192-211 - [c154]Alexis Joly, Hervé Goëau, Hervé Glotin, Concetto Spampinato, Pierre Bonnet, Willem-Pier Vellinga, Robert Planqué, Andreas Rauber, Robert B. Fisher, Henning Müller:
LifeCLEF 2014: Multimedia Life Species Identification Challenges. CLEF 2014: 229-249 - [c153]Liadh Kelly, Sebastian Dungs, Sascha Kriewel, Allan Hanbury, Lorraine Goeuriot, Gareth J. F. Jones, Georg Langs, Henning Müller:
Khresmoi Professional: Multilingual, Multimodal Professional Medical Search. ECIR 2014: 754-758 - [c152]Manfredo Atzori, Arjan Gijsberts, Henning Müller, Barbara Caputo:
Classification of hand movements in amputated subjects by sEMG and accelerometers. EMBC 2014: 3545-3549 - [c151]Manfredo Atzori, Arjan Gijsberts, Barbara Caputo, Henning Müller:
Natural control capabilities of robotic hands by hand amputated subjects. EMBC 2014: 4362-4365 - [c150]Antoine Widmer, Roger Schaer, Dimitrios Markonis, Henning Müller:
Facilitating medical information search using Google Glass connected to a content-based medical image retrieval system. EMBC 2014: 4507-4510 - [c149]Antonio Foncubierta-Rodríguez, Antoine Widmer, Adrien Depeursinge, Henning Müller:
Enhanced visualization of pulmonary perfusion in 4D Dual Energy CT images. EMBC 2014: 6710-6713 - [c148]Roger Schaer, Dimitrios Markonis, Henning Müller:
Architecture and applications of the Parallel Distributed Image Search Engine (ParaDISE). GI-Jahrestagung 2014: 661-666 - [c147]Bogdan Ionescu, Adrian Popescu, Henning Müller, María Menéndez, Anca-Livia Radu:
Benchmarking result diversification in social image retrieval. ICIP 2014: 3072-3076 - [c146]Marco Angelini, Nicola Ferro, Birger Larsen, Henning Müller, Giuseppe Santucci, Gianmaria Silvello, Theodora Tsikrika:
Measuring and Analyzing the Scholarly Impact of Experimental Evaluation Initiatives. IRCDL 2014: 133-137 - [c145]Bogdan Ionescu, Adrian Popescu, Mihai Lupu, Alexandru-Lucian Gînsca, Henning Müller:
Retrieving Diverse Social Images at MediaEval 2014: Challenge, Dataset and Evaluation. MediaEval 2014 - [c144]Henning Müller, Bjoern H. Menze, Georg Langs, Albert Montillo, B. Michael Kelm, Shaoting Zhang, Tom Weidong Cai, Dimitris N. Metaxas:
Overview of the 2014 Workshop on Medical Computer Vision - Algorithms for Big Data (MCV 2014). MCV 2014: 3-10 - [c143]Oscar Alfonso Jiménez del Toro, Henning Müller:
Hierarchic Multi-atlas Based Segmentation for Anatomical Structures: Evaluation in the VISCERAL Anatomy Benchmarks. MCV 2014: 189-200 - [c142]Ranveer Joyseeree, Henning Müller:
Finding seed points for organ segmentation using example annotations. Medical Imaging: Image Processing 2014: 903444 - [c141]Alexis Joly, Henning Müller, Hervé Goëau, Hervé Glotin, Concetto Spampinato, Andreas Rauber, Pierre Bonnet, Willem-Pier Vellinga, Robert B. Fisher, Robert Planqué:
LifeCLEF: Multimedia life species identification. EMR@ICMR 2014: 7-13 - [c140]Antoine Widmer, Roger Schaer, Dimitrios Markonis, Henning Müller:
Gesture Interaction for Content-based Medical Image Retrieval. ICMR 2014: 503 - [c139]Alexis Joly, Hervé Goëau, Pierre Bonnet, Concetto Spampinato, Hervé Glotin, Andreas Rauber, Willem-Pier Vellinga, Robert B. Fisher, Henning Müller:
Are Species Identification Tools Biodiversity-friendly? MAED@MM 2014: 31-36 - [c138]Dimitrios Markonis, René Donner, Markus Holzer, Thomas Schlegl, Sebastian Dungs, Sascha Kriewel, Georg Langs, Henning Müller:
A Visual Information Retrieval System for Radiology Reports and the Medical Literature. MMM (2) 2014: 390-393 - [c137]Bogdan Ionescu, Anca-Livia Radu, María Menéndez, Henning Müller, Adrian Popescu, Babak Loni:
Div400: a social image retrieval result diversification dataset. MMSys 2014: 29-34 - [c136]Alejandro Riveros, Maria De-Arteaga, Fabio A. González, Sergio Jiménez, Henning Müller:
MindLab-UNAL: Comparing Metamap and T-mapper for Medical Concept Extraction in SemEval 2014 Task 7. SemEval@COLING 2014: 424-427 - [c135]Lorraine Goeuriot, Liadh Kelly, Gareth J. F. Jones, Henning Müller, Justin Zobel:
Report on the SIGIR 2014 Workshop on Medical Information Retrieval (MedIR). MedIR@SIGIR 2014: 1-3 - [c134]Dimitrios Markonis, Roger Schaer, Henning Müller:
Multi-modal Relevance Feedback for Medical Image Retrieval. MedIR@SIGIR 2014: 20-23 - [c133]Lorraine Goeuriot, Gareth J. F. Jones, Liadh Kelly, Henning Müller, Justin Zobel:
MedIR14: medical information retrieval workshop. SIGIR 2014: 1294 - [p5]Alba Garcia Seco de Herrera, Henning Müller:
Fusion Techniques in Biomedical Information Retrieval. Fusion in Computer Vision 2014: 209-228 - [e16]Bjoern H. Menze, Georg Langs, Albert Montillo, B. Michael Kelm, Henning Müller, Zhuowen Tu:
Medical Computer Vision. Large Data in Medical Imaging - Third International MICCAI Workshop, MCV 2013, Nagoya, Japan, September 26, 2013, Revised Selected Papers. Lecture Notes in Computer Science 8331, Springer 2014, ISBN 978-3-319-05529-9 [contents] - [e15]Bjoern H. Menze, Georg Langs, Albert Montillo, B. Michael Kelm, Henning Müller, Shaoting Zhang, Tom Weidong Cai, Dimitris N. Metaxas:
Medical Computer Vision: Algorithms for Big Data - International Workshop, MCV 2014, Held in Conjunction with MICCAI 2014, Cambridge, MA, USA, September 18, 2014, Revised Selected Papers. Lecture Notes in Computer Science 8848, Springer 2014, ISBN 978-3-319-13971-5 [contents] - [e14]Lorraine Goeuriot, Gareth J. F. Jones, Liadh Kelly, Henning Müller, Justin Zobel:
Proceedings of the Medical Information Retrieval Workshop at SIGIR co-located with the 37th annual international ACM SIGIR conference (ACM SIGIR 2014), Gold Coast, Australia, July 11, 2014. CEUR Workshop Proceedings 1276, CEUR-WS.org 2014 [contents] - 2013
- [j34]Pamela Forner, Luisa Bentivogli, Martin Braschler, Khalid Choukri, Nicola Ferro, Allan Hanbury, Jussi Karlgren, Henning Müller:
PROMISE technology transfer day: spreading the word on information access evaluation at an industrial event. SIGIR Forum 47(1): 53-58 (2013) - [j33]Nicola Ferro, Pamela Forner, Henning Müller, Roberto Navigli, Roberto Paredes, Paolo Rosso, Benno Stein, Dan Tufis:
CLEF 2013: information access evaluation meets multilinguality, multimodality, and visualization. SIGIR Forum 47(2): 15-20 (2013) - [c132]Barbara Caputo, Henning Müller, Bart Thomee, Mauricio Villegas, Roberto Paredes, David Zellhöfer, Hervé Goëau, Alexis Joly, Pierre Bonnet, Jesus Martínez-Gómez, Ismael García-Varea, Miguel Cazorla:
ImageCLEF 2013: The Vision, the Data and the Open Challenges. CLEF 2013: 250-268 - [c131]Lorraine Goeuriot, Gareth J. F. Jones, Liadh Kelly, Johannes Leveling, Allan Hanbury, Henning Müller, Sanna Salanterä, Hanna Suominen, Guido Zuccon:
ShARe/CLEF eHealth Evaluation Lab 2013, Task 3: Information Retrieval to Address Patients' Questions when Reading Clinical Reports. CLEF (Working Notes) 2013 - [c130]Alba Garcia Seco de Herrera, Jayashree Kalpathy-Cramer, Dina Demner-Fushman, Sameer K. Antani, Henning Müller:
Overview of the ImageCLEF 2013 Medical Tasks. CLEF (Working Notes) 2013 - [c129]Alba Garcia Seco de Herrera, Dimitrios Markonis, Roger Schaer, Ivan Eggel, Henning Müller:
The medGIFT Group in ImageCLEFmed 2013. CLEF (Working Notes) 2013 - [c128]Theodora Tsikrika, Birger Larsen, Henning Müller, Stefan Endrullis, Erhard Rahm:
The Scholarly Impact of CLEF (2000-2009). CLEF 2013: 1-12 - [c127]Antonio Foncubierta-Rodríguez, Oscar Alfonso Jiménez del Toro, Alexandra Platon, Pierre-Alexandre Poletti, Henning Müller, Adrien Depeursinge:
Benefits of texture analysis of dual energy CT for Computer-Aided pulmonary embolism detection. EMBC 2013: 3973-3976 - [c126]Allan Hanbury, Henning Müller, Georg Langs, Bjoern H. Menze:
Cloud-Based Evaluation Framework for Big Data. Future Internet Assembly 2013: 104-114 - [c125]Manfredo Atzori, Henning Müller, Micheal Baechler:
Recognition of hand movements in a trans-radial amputated subject by sEMG. ICORR 2013: 1-5 - [c124]Adrien Depeursinge, Antonio Foncubierta-Rodríguez, Alejandro Vargas, Dimitri Van De Ville, Alexandra Platon, Pierre-Alexandre Poletti, Henning Müller:
Rotation-covariant texture analysis of 4D dual-energy CT as an indicator of local pulmonary perfusion. ISBI 2013: 145-148 - [c123]Bogdan Ionescu, María Menéndez, Henning Müller, Adrian Popescu:
Retrieving Diverse Social Images at MediaEval 2013: Objectives, Dataset and Evaluation. MediaEval 2013 - [c122]Dimitrios Markonis, Frederic Baroz, Rafael Luis Ruiz De Castaneda, Célia Boyer, Henning Müller:
User Tests for Assessing a Medical Image Retrieval System: A Pilot Study. MedInfo 2013: 224-228 - [c121]Philipp Oggier, Henning Müller, Adrien Depeursinge:
Mobile Image Upload for Radiology. MedInfo 2013: 1003 - [c120]Niraj Aswani, Thomas Beckers, Erich Birngruber, Célia Boyer, Andreas Burner, Jakub Bystron, Khalid Choukri, Sarah Cruchet, Hamish Cunningham, Jan Dedek, Ljiljana Dolamic, René Donner, Sebastian Dungs, Ivan Eggel, Antonio Foncubierta-Rodríguez, Norbert Fuhr, Adam Funk, Alba Garcia Seco de Herrera, Arnaud Gaudinat, Georgi Georgiev, Julien Gobeill, Lorraine Goeuriot, Paz Gomez, Robert Mark Greenwood, Manfred Gschwandtner, Allan Hanbury, Jan Hajic, Jaroslava Hlavácová, Markus Holzer, Gareth J. F. Jones, Blanca Jordan, Matthias Jordan, Klemens Kaderk, Franz Kainberger, Liadh Kelly, Sascha Kriewel, Marlene Kritz, Georg Langs, Nolan Lawson, Dimitrios Markonis, Iván Martínez, Vassil Momtchev, Alexandre Masselot, Hélène Mazo, Henning Müller, João R. M. Palotti, Pavel Pecina, Konstantin Pentchev, Deyan Peychev, Natalia Pletneva, Diana Pottecher, Angus Roberts, Patrick Ruch, Alexander Sachs, Matthias Samwald, Priscille Schneller, Veronika Stefanov, Miguel Angel Tinte, Zdenka Uresová, Alejandro Vargas, Dina Vishnyakova:
Khresmoi - Multilingual Semantic Search of Medical Text and Images. MedInfo 2013: 1266 - [c119]Henning Müller, Bjoern H. Menze, Georg Langs, Albert Montillo, B. Michael Kelm, Zhuowen Tu, Oscar Alfonso Jiménez del Toro:
Overview of the 2013 Workshop on Medical Computer Vision (MCV 2013). MCV 2013: 3-10 - [c118]Alba Garcia Seco de Herrera, Antonio Foncubierta-Rodríguez, Emanuele Schiavi, Henning Müller:
2D-Based 3D Volume Retrieval Using Singular Value Decomposition of Detected Regions. MCV 2013: 185-195 - [c117]Oscar Alfonso Jiménez del Toro, Henning Müller:
Multi-structure Atlas-Based Segmentation Using Anatomical Regions of Interest. MCV 2013: 217-221 - [c116]Ranveer Joyseeree, Oscar Alfonso Jiménez del Toro, Henning Müller:
Using Probability Maps for Multi-organ Automatic Segmentation. MCV 2013: 222-228 - [c115]Oscar Alfonso Jiménez del Toro, Antonio Foncubierta-Rodríguez, María Isabel Vargas Gómez, Henning Müller, Adrien Depeursinge:
Epileptogenic Lesion Quantification in MRI Using Contralateral 3D Texture Comparisons. MICCAI (2) 2013: 353-360 - [c114]Antonio Foncubierta-Rodríguez, Alba Garcia Seco de Herrera, Henning Müller:
Medical image retrieval using bag of meaningful visual words: unsupervised visual vocabulary pruning with PLSA. MIIRH@ACM Multimedia 2013: 75-82 - [c113]Lorraine Goeuriot, Liadh Kelly, Gareth J. F. Jones, Guido Zuccon, Hanna Suominen, Allan Hanbury, Henning Müller, Johannes Leveling:
Creation of a New Evaluation Benchmark for Information Retrieval Targeting Patient Information Needs. EVIA@NTCIR 2013 - [e13]Pamela Forner, Henning Müller, Roberto Paredes, Paolo Rosso, Benno Stein:
Information Access Evaluation. Multilinguality, Multimodality, and Visualization - 4th International Conference of the CLEF Initiative, CLEF 2013, Valencia, Spain, September 23-26, 2013. Proceedings. Lecture Notes in Computer Science 8138, Springer 2013, ISBN 978-3-642-40801-4 [contents] - [e12]Hayit Greenspan, Henning Müller, Tanveer Fathima Syeda-Mahmood:
Medical Content-Based Retrieval for Clinical Decision Support - Third MICCAI International Workshop, MCBR-CDS 2012, Nice, France, October 1, 2012, Revised Selected Papers. Lecture Notes in Computer Science 7723, Springer 2013, ISBN 978-3-642-36677-2 [contents] - [e11]Maristella Agosti, Nicola Ferro, Pamela Forner, Henning Müller, Giuseppe Santucci:
Information Retrieval Meets Information Visualization - PROMISE Winter School 2012, Zinal, Switzerland, January 23-27, 2012, Revised Tutorial Lectures. Lecture Notes in Computer Science 7757, Springer 2013, ISBN 978-3-642-36414-3 [contents] - 2012
- [j32]Adrien Depeursinge, Alejandro Vargas, Frédéric Gaillard, Alexandra Platon, Antoine Geissbühler, Pierre-Alexandre Poletti, Henning Müller:
Case-based lung image categorization and retrieval for interstitial lung diseases: clinical workflows. Int. J. Comput. Assist. Radiol. Surg. 7(1): 97-110 (2012) - [j31]Xin Zhou, Richard Stern, Henning Müller:
Case-based fracture image retrieval. Int. J. Comput. Assist. Radiol. Surg. 7(3): 401-411 (2012) - [j30]Adrien Depeursinge, Alejandro Vargas, Alexandra Platon, Antoine Geissbühler, Pierre-Alexandre Poletti, Henning Müller:
Building a reference multimedia database for interstitial lung diseases. Comput. Medical Imaging Graph. 36(3): 227-238 (2012) - [j29]Maristella Agosti, Tiziana Catarci, Nicola Ferro, Henning Müller, Giuseppe Santucci:
PROMISE winter school 2012 information retrieval meets information visualization. SIGIR Forum 46(1): 65-70 (2012) - [j28]Maristella Agosti, Richard Berendsen, Toine Bogers, Martin Braschler, Paul Buitelaar, Khalid Choukri, Giorgio Maria Di Nunzio, Nicola Ferro, Pamela Forner, Allan Hanbury, Karin Friberg Heppin, Preben Hansen, Anni Järvelin, Birger Larsen, Mihai Lupu, Ivano Masiero, Henning Müller, Simone Peruzzo, Vivien Petras, Florina Piroi, Maarten de Rijke, Giuseppe Santucci, Gianmaria Silvello, Elaine G. Toms:
PROMISE retreat report prospects and opportunities for information access evaluation. SIGIR Forum 46(2): 60-84 (2012) - [j27]Adrien Depeursinge, Samuel Duc, Ivan Eggel, Henning Müller:
Mobile Medical Visual Information Retrieval. IEEE Trans. Inf. Technol. Biomed. 16(1): 53-61 (2012) - [j26]Adrien Depeursinge, Dimitri Van De Ville, Alexandra Platon, Antoine Geissbühler, Pierre-Alexandre Poletti, Henning Müller:
Near-Affine-Invariant Texture Learning for Lung Tissue Analysis Using Isotropic Wavelet Frames. IEEE Trans. Inf. Technol. Biomed. 16(4): 665-675 (2012) - [c112]Tim-Christian Piesch, Henning Müller, Christiane Kuhl, Thomas Martin Deserno:
IRMA Code II - A New Concept for Classification of Medical Images. Bildverarbeitung für die Medizin 2012: 440-445 - [c111]Allan Hanbury, Henning Müller, Georg Langs, Marc-André Weber, Bjoern H. Menze, Tomas Salas Fernandez:
Bringing the Algorithms to the Data: Cloud-Based Benchmarking for Medical Image Analysis. CLEF 2012: 24-29 - [c110]Alba Garcia Seco de Herrera, Dimitrios Markonis, Ivan Eggel, Henning Müller:
The medGIFT Group in ImageCLEFmed 2012. CLEF (Online Working Notes/Labs/Workshop) 2012 - [c109]Gareth J. F. Jones, Jussi Karlgren, Karl Kreiner, Henning Müller, Sanna Salanterä:
Panel Presentation: Towards Systematic Evaluation of Methods, Applications, and Resources for eHealth Document Analysis. CLEF (Online Working Notes/Labs/Workshop) 2012 - [c108]Henning Müller, Alba Garcia Seco de Herrera, Jayashree Kalpathy-Cramer, Dina Demner-Fushman, Sameer K. Antani, Ivan Eggel:
Overview of the ImageCLEF 2012 Medical Image Retrieval and Classification Tasks. CLEF (Online Working Notes/Labs/Workshop) 2012 - [c107]Dimitrios Markonis, Roger Schaer, Ivan Eggel, Henning Müller, Adrien Depeursinge:
Using MapReduce for Large-Scale Medical Image Analysis. HISB 2012: 1 - [c106]Henning Müller, Hayit Greenspan:
Overview of the Third Workshop on Medical Content-Based Retrieval for Clinical Decision Support (MCBR-CDS 2012). MCBR-CDS 2012: 1-9 - [c105]Antonio Foncubierta-Rodríguez, Alejandro Vargas, Alexandra Platon, Pierre-Alexandre Poletti, Henning Müller, Adrien Depeursinge:
Retrieval of 4D Dual Energy CT for Pulmonary Embolism Diagnosis. MCBR-CDS 2012: 45-55 - [c104]Georg Langs, Allan Hanbury, Bjoern H. Menze, Henning Müller:
VISCERAL: Towards Large Data in Medical Imaging - Challenges and Directions. MCBR-CDS 2012: 92-98 - [c103]Alba Garcia Seco de Herrera, Dimitrios Markonis, Henning Müller:
Bag-of-Colors for Biomedical Document Image Classification. MCBR-CDS 2012: 110-121 - [c102]Adrien Depeursinge, Antonio Foncubierta-Rodríguez, Dimitri Van De Ville, Henning Müller:
Multiscale Lung Texture Signature Learning Using the Riesz Transform. MICCAI (3) 2012: 517-524 - [c101]Antonio Foncubierta-Rodríguez, Adrien Depeursinge, Laura Gui, Henning Müller:
Three dimensional multi-scale visual words for texture-based cerebellum segmentation. Medical Imaging: Image Processing 2012: 83142Z - [c100]Tim-Christian Piesch, Henning Müller, Christiane Kuhl, Thomas Martin Deserno:
IRMA Code II: Unique Annotation of Medical Images for Access and Retrieval. MIE 2012: 159-163 - [c99]Antonio Foncubierta-Rodríguez, Henning Müller:
Ground truth generation in medical imaging: a crowdsourcing-based iterative approach. CrowdMM@ACM Multimedia 2012: 9-14 - [c98]Henning Müller:
Medical (Visual) Information Retrieval. PROMISE Winter School 2012: 155-166 - [e10]Federico Alvarez, Frances Cleary, Petros Daras, John Domingue, Alex Galis, Ana Garcia, Anastasius Gavras, Stamatis Karnouskos, Srdjan Krco, Man-Sze Li, Volkmar Lotz, Henning Müller, Elio Salvadori, Anne-Marie Sassen, Hans Schaffers, Burkhard Stiller, Georgios Tselentis, Petra Turkama, Theodore B. Zahariadis:
The Future Internet - Future Internet Assembly 2012: From Promises to Reality. Lecture Notes in Computer Science 7281, Springer 2012, ISBN 978-3-642-30240-4 [contents] - [e9]Henning Müller, Hayit Greenspan, Tanveer Fathima Syeda-Mahmood:
Medical Content-Based Retrieval for Clinical Decision Support - Second MICCAI International Workshop, MCBR-CDS 2011, Toronto, ON, Canada, September 22, 2011, Revised Selected Papers. Lecture Notes in Computer Science 7075, Springer 2012, ISBN 978-3-642-28459-5 [contents] - 2011
- [j25]Massimo Cafaro, Henning Müller, Nabil Abdennadher:
Special Section: Grid and Pervasive Computing 2009. Future Gener. Comput. Syst. 27(5): 587-589 (2011) - [c97]Jayashree Kalpathy-Cramer, Henning Müller, Steven Bedrick, Ivan Eggel, Alba Garcia Seco de Herrera, Theodora Tsikrika:
Overview of the CLEF 2011 Medical Image Classification and Retrieval Tasks. CLEF (Notebook Papers/Labs/Workshop) 2011 - [c96]Dimitrios Markonis, Ivan Eggel, Alba Garcia Seco de Herrera, Henning Müller:
The medGIFT Group in ImageCLEFmed 2011. CLEF (Notebook Papers/Labs/Workshop) 2011 - [c95]Theodora Tsikrika, Alba Garcia Seco de Herrera, Henning Müller:
Assessing the Scholarly Impact of ImageCLEF. CLEF 2011: 95-106 - [c94]Adrien Depeursinge, Tatjana Zrimec, Sata Busayarat, Henning Müller:
3D lung image retrieval using localized features. Medical Imaging: Computer-Aided Diagnosis 2011: 79632E - [c93]Adrien Depeursinge, Hayit Greenspan, Tanveer Fathima Syeda-Mahmood, Henning Müller:
Overview of the Second Workshop on Medical Content-Based Retrieval for Clinical Decision Support. MCBR-CDS 2011: 1-11 - [c92]Antonio Foncubierta-Rodríguez, Adrien Depeursinge, Henning Müller:
Using Multiscale Visual Words for Lung Texture Classification and Retrieval. MCBR-CDS 2011: 69-79 - [c91]Adrien Depeursinge, Antonio Foncubierta-Rodríguez, Dimitri Van De Ville, Henning Müller:
Lung Texture Classification Using Locally-Oriented Riesz Components. MICCAI (3) 2011: 231-238 - [c90]Jukka Kommeri, Marko Niinimäki, Henning Müller:
Safe Storage and Multi-Modal Search for Medical Images. MIE 2011: 450-454 - [c89]Adrien Depeursinge, Henning Müller:
Medical Visual Information Retrieval Based on Multi-Dimensional Texture Modeling. FET 2011: 127-129 - [c88]Nicola Ferro, Allan Hanbury, Henning Müller, Giuseppe Santucci:
Harnessing the Scientific Data Produced by the Experimental Evaluation Search Engines and Information Access Systems. ICCS 2011: 740-749 - [e8]John Domingue, Alex Galis, Anastasius Gavras, Theodore B. Zahariadis, Dave Lambert, Frances Cleary, Petros Daras, Srdjan Krco, Henning Müller, Man-Sze Li, Hans Schaffers, Volkmar Lotz, Federico Alvarez, Burkhard Stiller, Stamatis Karnouskos, Susanna Avessta, Michael Nilsson:
The Future Internet - Future Internet Assembly 2011: Achievements and Technological Promises. Lecture Notes in Computer Science 6656, Springer 2011, ISBN 978-3-642-20897-3 [contents] - 2010
- [j24]Owen Appleton, David G. Cameron, Jozef Cernák, Péter Dóbé, Mattias Ellert, Thomas Frågåt, Michael Grønager, Daniel Johansson, Johan Jönemo, Josva Kleist, Marek Kocan, Aleksandr Konstantinov, Balázs Kónya, Iván Márton, Bjarte Mohn, Steffen Möller, Henning Müller, Zsombor Nagy, Jon K. Nilsen, Farid Ould-Saada, Katarina Pajchel, Weizhong Qiang, Alexander L. Read, Peter Rosendahl, Gábor Röczei, Martin Savko, Martin Skou Andersen, Oxana Smirnova, Péter Stefán, Ferenc Szalai, Adrian Taga, Salman Zubair Toor, Anders Wäänänen, Xin Zhou:
The next-generation ARC middleware. Ann. des Télécommunications 65(11-12): 771-776 (2010) - [j23]Adrien Depeursinge, Daniel Racoceanu, Jimison Iavindrasana, Gilles Cohen, Alexandra Platon, Pierre-Alexandre Poletti, Henning Müller:
Fusing visual and clinical information for lung tissue classification in high-resolution computed tomography. Artif. Intell. Medicine 50(1): 13-21 (2010) - [j22]Bernice S. Elger, Jimison Iavindrasana, Luigi Lo Iacono, Henning Müller, Nicolas Roduit, Paul E. Summers, Jessica Wright:
Strategies for health data exchange for secondary, cross-institutional clinical research. Comput. Methods Programs Biomed. 99(3): 230-251 (2010) - [j21]Allan Hanbury, Henning Müller, Paul D. Clough:
Special issue on image and video retrieval evaluation. Comput. Vis. Image Underst. 114(4): 409-410 (2010) - [j20]Adrien Depeursinge, Jimison Iavindrasana, Asmâa Hidki, Gilles Cohen, Antoine Geissbühler, Alexandra Platon, Pierre-Alexandre Poletti, Henning Müller:
Comparative Performance Analysis of State-of-the-Art Classification Algorithms Applied to Lung Tissue Categorization. J. Digit. Imaging 23(1): 18-30 (2010) - [c87]Allan Hanbury, Henning Müller:
Automated Component-Level Evaluation: Present and Future. CLEF 2010: 124-135 - [c86]Martin Braschler, Khalid Choukri, Nicola Ferro, Allan Hanbury, Jussi Karlgren, Henning Müller, Vivien Petras, Emanuele Pianta, Maarten de Rijke, Giuseppe Santucci:
A PROMISE for Experimental Evaluation. CLEF 2010: 140-144 - [c85]Henning Müller, Jayashree Kalpathy-Cramer, Ivan Eggel, Steven Bedrick, Joe Reisetter, Charles E. Kahn Jr., William R. Hersh:
Overview of the CLEF 2010 Medical Image Retrieval Track. CLEF (Notebook Papers/LABs/Workshops) 2010 - [c84]Xin Zhou, Ivan Eggel, Henning Müller:
The Participation of MedGIFT Group at ImageCLEFmed 2010. CLEF (Notebook Papers/LABs/Workshops) 2010 - [c83]Xin Zhou, Owen Appleton, Henning Müller:
A Survey of Grid Knowledge and Grid Perception in the Public Sector. HealthGrid 2010: 3-13 - [c82]Henning Müller, Jayashree Kalpathy-Cramer:
The ImageCLEF Medical Retrieval Task at ICPR 2010 - Information Fusion to Combine Visual and Textual Information. ICPR Contests 2010: 99-108 - [c81]Xin Zhou, Adrien Depeursinge, Henning Müller:
Information Fusion for Combining Visual and Textual Image Retrieval in ImageCLEF@ICPR. ICPR Contests 2010: 129-137 - [c80]Xin Zhou, Adrien Depeursinge, Henning Müller:
Information Fusion for Combining Visual and Textual Image Retrieval. ICPR 2010: 1590-1593 - [c79]Henning Müller, Jayashree Kalpathy-Cramer:
The ImageCLEF Medical Retrieval Task at ICPR 2010 - Information Fusion. ICPR 2010: 3284-3287 - [c78]Jimison Iavindrasana, Adrien Depeursinge, Gilles Cohen, Antoine Geissbühler, Henning Müller:
Asymmetric-margin support vector machines for lung tissue classification. IJCNN 2010: 1-8 - [c77]Bruno Alves, Henning Müller, Michael Schumacher, David Godel, Abu Khaled Omar:
Interoperability prototype between hospitals and general practitioners in Switzerland. MedInfo 2010: 366-370 - [c76]Jimison Iavindrasana, Gilles Cohen, Adrien Depeursinge, Henning Müller, Rodolphe Meyer, Hugo Sax, Antoine Geissbühler:
Measuring the effectiveness of hospital-acquired infection prevention. MedInfo 2010: 764-768 - [c75]Jayashree Kalpathy-Cramer, Steven Bedrick, Saïd Radhouani, William R. Hersh, Ivan Eggel, Charles E. Kahn Jr., Henning Müller:
Retrieving Similar Cases from the Medical Literature - The ImageCLEF experience. MedInfo 2010: 1189-1193 - [c74]Marko Niinimäki, Xin Zhou, Enrique de la Vega, Miguel Cabrer, Henning Müller:
A Web Service for enabling Medical Image Retrieval Integrated into a Social Medical Image Sharing Platform. MedInfo 2010: 1273-1276 - [c73]Ivan Eggel, Henning Müller:
Indexing the medical open access literature for textual and content-based visual retrieval. MedInfo 2010: 1277-1281 - [p4]Paul D. Clough, Henning Müller, Mark Sanderson:
Seven Years of Image Retrieval Evaluation. ImageCLEF 2010: 3-18 - [p3]Henning Müller:
Creating Realistic Topics for Image Retrieval Evaluation. ImageCLEF 2010: 45-61 - [p2]Adrien Depeursinge, Henning Müller:
Fusion Techniques for Combining Textual and Visual Information Retrieval. ImageCLEF 2010: 95-114 - [p1]Henning Müller, Jayashree Kalpathy-Cramer:
The Medical Image Retrieval Task. ImageCLEF 2010: 239-257 - [e7]Henning Müller, Paul D. Clough, Thomas Deselaers, Barbara Caputo:
ImageCLEF, Experimental Evaluation in Visual Information Retrieval. Springer 2010, ISBN 978-3-642-15180-4 [contents] - [e6]Carol Peters, Barbara Caputo, Julio Gonzalo, Gareth J. F. Jones, Jayashree Kalpathy-Cramer, Henning Müller, Theodora Tsikrika:
Multilingual Information Access Evaluation II. Multimedia Experiments - 10th Workshop of the Cross-Language Evaluation Forum, CLEF 2009, Corfu, Greece, September 30 - October 2, 2009, Revised Selected Papers. Lecture Notes in Computer Science 6242, Springer 2010, ISBN 978-3-642-15750-9 [contents] - [e5]Barbara Caputo, Henning Müller, Tanveer Fathima Syeda-Mahmood, James S. Duncan, Fei Wang, Jayashree Kalpathy-Cramer:
Medical Content-Based Retrieval for Clinical Decision Support, First MICCAI International Workshop, MCBR-CDS 2009, London, UK, September 20, 2009, Revised Selected Papers. Lecture Notes in Computer Science 5853, Springer 2010, ISBN 978-3-642-11768-8 [contents]
2000 – 2009
- 2009
- [j19]Henning Müller, Jayashree Kalpathy-Cramer:
Putting the Content Into Context: Features and Gaps in Image Retrieval. Int. J. Heal. Inf. Syst. Informatics 4(1): 88-98 (2009) - [j18]Henning Müller, Nicolas Michoux, David Bandon, Antoine Geissbühler:
Erratum to "A review of content-based image retrieval systems in medical applications - Clinical benefits and future directions" [I. J. Medical Informatics 73 (1) (2004) 1-23]. Int. J. Medical Informatics 78(9): 638 (2009) - [j17]William R. Hersh, Henning Müller, Jayashree Kalpathy-Cramer:
The ImageCLEFmed Medical Image Retrieval Task Test Collection. J. Digit. Imaging 22(6): 648-655 (2009) - [c72]Jimison Iavindrasana, Gilles Cohen, Adrien Depeursinge, Henning Müller, Rodolphe Meyer, Antoine Geissbühler:
Towards an Automated Nosocomial Infection Case Reporting - Framework to Build a Computer-aided Detection of Nosocomial Infection. HEALTHINF 2009: 317-322 - [c71]Henning Müller, Jayashree Kalpathy-Cramer, Ivan Eggel, Steven Bedrick, Saïd Radhouani, Brian Bakke, Charles E. Kahn Jr., William R. Hersh:
Overview of the CLEF 2009 Medical Image Retrieval Track. CLEF (2) 2009: 72-84 - [c70]Xin Zhou, Ivan Eggel, Henning Müller:
The MedGIFT Group at ImageCLEF 2009. CLEF (2) 2009: 211-218 - [c69]Ivan Eggel, Henning Müller:
The ImageCLEF Management System. CLEF (2) 2009: 332-339 - [c68]Henning Müller, Jayashree Kalpathy-Cramer, Ivan Eggel, Steven Bedrick, Saïd Radhouani, Brian Bakke, Charles E. Kahn Jr., William R. Hersh:
Overview of the CLEF 2009 Medical Image Retrieval Track. CLEF (Working Notes) 2009 - [c67]Xin Zhou, Ivan Eggel, Henning Müller:
The MedGIFT Group at ImageCLEF 2009. CLEF (Working Notes) 2009 - [c66]Frederik Orellana, Marko Niinimäki, Xin Zhou, Peter Rosendahl, Henning Müller, Anders Wäänänen:
Running Medical Image Analysis on GridFactory Desktop Grid. HealthGrid 2009: 13-21 - [c65]Xin Zhou, Hajo N. Krabbenhöft, Marko Niinimäki, Adrien Depeursinge, Steffen Möller, Henning Müller:
An Easy Setup for Parallel Medical Image Processing: Using Taverna and ARC. HealthGrid 2009: 41-50 - [c64]Adina Eunice Tutac, Daniel Racoceanu, Wee-Keng Leow, Henning Müller, Thomas C. Putti, Vladimir Cretu:
Toward translational incremental similarity-based reasoning in breast cancer grading. Medical Imaging: Computer-Aided Diagnosis 2009: 72603C - [c63]Henning Müller, Jayashree Kalpathy-Cramer, Barbara Caputo, Tanveer Fathima Syeda-Mahmood, Fei Wang:
Overview of the First Workshop on Medical Content-Based Retrieval for Clinical Decision Support at MICCAI 2009. MCBR-CDS 2009: 1-17 - [c62]Adrien Depeursinge, Alejandro Vargas, Alexandra Platon, Antoine Geissbühler, Pierre-Alexandre Poletti, Henning Müller:
3D Case-Based Retrieval for Interstitial Lung Diseases. MCBR-CDS 2009: 39-48 - [c61]Henning Müller, Michael Schumacher, David Godel, Abu Khaled Omar, Francois Mooser, Sandrine Ding:
MediCoordination: A Practical Approach to Interoperability in the Swiss Health System. MIE 2009: 210-214 - [c60]Ivan Eggel, Henning Müller:
Combination of Visual and Textual Similarity Retrieval from Medical Documents. MIE 2009: 841-845 - 2008
- [j16]Henning Müller, Xiaohong W. Gao, Shuqian Luo:
From medical imaging to medical informatics. Comput. Methods Programs Biomed. 92(3): 225-226 (2008) - [j15]Thomas Deselaers, Henning Müller, Thomas Martin Deserno:
Editorial to the Special Issue on Medical Image Annotation in ImageCLEF 2007. Pattern Recognit. Lett. 29(15): 1987 (2008) - [j14]Thomas Deselaers, Thomas Martin Deserno, Henning Müller:
Automatic medical image annotation in ImageCLEF 2007: Overview, results, and discussion. Pattern Recognit. Lett. 29(15): 1988-1995 (2008) - [j13]Xin Zhou, Adrien Depeursinge, Henning Müller:
Hierarchical classification using a frequency-based weighting and simple visual features. Pattern Recognit. Lett. 29(15): 2011-2017 (2008) - [c59]Hariharan Rajasekaran, Luigi Lo Iacono, Peer Hasselmeyer, Jochen Fingberg, Paul E. Summers, Siegfried Benkner, Gerhard Engelbrecht, Antonio Arbona, Alessandro Chiarini, Christoph M. Friedrich, Martin Hofmann-Apitius, Kai Kumpf, Bob Moore, Philippe Bijlenga, Jimison Iavindrasana, Henning Müller, Rod D. Hose, Robert Dunlop, Alejandro F. Frangi:
@neurIST - Towards a System Architecture for Advanced Disease Management through Integration of Heterogeneous Data, Computing, and Complex Processing Services. CBMS 2008: 361-366 - [c58]Mikko Juhani Pitkänen, Xin Zhou, Antti Eero Johannes Hyvärinen, Henning Müller:
Using the Grid for Enhancing the Performance of a Medical Image Search Engine. CBMS 2008: 367-372 - [c57]Adrien Depeursinge, Jimison Iavindrasana, Gilles Cohen, Alexandra Platon, Pierre-Alexandre Poletti, Henning Müller:
Lung Tissue Classification in HRCT Data Integrating the Clinical Context. CBMS 2008: 542-547 - [c56]Henning Müller, Jayashree Kalpathy-Cramer, Charles E. Kahn Jr., William Hatt, Steven Bedrick, William R. Hersh:
Overview of the ImageCLEFmed 2008 Medical Image Retrieval Task. CLEF 2008: 512-522 - [c55]Henning Müller, Jayashree Kalpathy-Cramer, Charles E. Kahn Jr., William Hatt, Steven Bedrick, William R. Hersh:
Overview of the ImageCLEFmed 2008 Medical Image Retrieval Task. CLEF (Working Notes) 2008 - [c54]Xin Zhou, Julien Gobeill, Henning Müller:
The MedGIFT Group at ImageCLEF 2008. CLEF 2008: 712-718 - [c53]Xin Zhou, Julien Gobeill, Henning Müller:
MedGIFT at ImageCLEF 2008. CLEF (Working Notes) 2008 - [c52]Mikko Juhani Pitkänen, Xin Zhou, Miika Tuisku, Tapio Niemi, Ville Ryynänen, Henning Müller:
How Grids are Perceived in Healthcare and the Public Service Sector. HealthGrid 2008: 61-69 - [c51]Jimison Iavindrasana, Luigi Lo Iacono, Henning Müller, Ivan Periz, Paul E. Summers, Jessica Wright, Christoph M. Friedrich, Holger Dach, Tobias Gattermayer, Gerhard Engelbrecht, Siegfried Benkner, Martin Hofmann-Apitius, Robert Dunlop, Antonio Arbona, Hariharan Rajasekaran, Jochen Fingberg, Alessandro Chiarini, Bob Moore, Philippe Bijlenga, Rod D. Hose, Alejandro F. Frangi:
The @neurIST project. HealthGrid 2008: 161-164 - [c50]Henning Müller, Jayashree Kalpathy-Cramer, William R. Hersh, Antoine Geissbühler:
Using Medline Queries to Generate Image Retrieval Tasks for Benchmarking. MIE 2008: 523-528 - [e4]Carol Peters, Valentin Jijkoun, Thomas Mandl, Henning Müller, Douglas W. Oard, Anselmo Peñas, Vivien Petras, Diana Santos:
Advances in Multilingual and Multimodal Information Retrieval, 8th Workshop of the Cross-Language Evaluation Forum, CLEF 2007, Budapest, Hungary, September 19-21, 2007, Revised Selected Papers. Lecture Notes in Computer Science 5152, Springer 2008, ISBN 978-3-540-85759-4 [contents] - [e3]Xiaohong W. Gao, Henning Müller, Martin J. Loomes, Richard Comley, Shuqian Luo:
Medical Imaging and Informatics, 2nd International Conference, MIMI 2007, Beijing, China, August 14-16, 2007, Revised Selected Papers. Lecture Notes in Computer Science 4987, Springer 2008, ISBN 978-3-540-79489-9 [contents] - 2007
- [j12]Thomas Deselaers, Henning Müller, Paul D. Clough, Hermann Ney, Thomas Martin Lehmann:
The CLEF 2005 Automatic Medical Image Annotation Task. Int. J. Comput. Vis. 74(1): 51-58 (2007) - [c49]Michael Grubinger, Paul D. Clough, Allan Hanbury, Henning Müller:
Overview of the ImageCLEFphoto 2007 Photographic Retrieval Task. CLEF 2007: 433-444 - [c48]Michael Grubinger, Paul D. Clough, Allan Hanbury, Henning Müller:
Overview of the ImageCLEFphoto 2007 Photographic Retrieval Task. CLEF (Working Notes) 2007 - [c47]Henning Müller, Thomas Deselaers, Thomas Martin Deserno, Jayashree Kalpathy-Cramer, Eugene Kim, William R. Hersh:
Overview of the ImageCLEFmed 2007 Medical Retrieval and Medical Annotation Tasks. CLEF 2007: 472-491 - [c46]Henning Müller, Thomas Deselaers, Eugene Kim, Jayashree Kalpathy-Cramer, Thomas Martin Deserno, William R. Hersh:
Overview of the ImageCLEF 2007 Medical Retrieval and Annotation Tasks. CLEF (Working Notes) 2007 - [c45]Xin Zhou, Julien Gobeill, Patrick Ruch, Henning Müller:
University and Hospitals of Geneva Participating at ImageCLEF 2007. CLEF 2007: 649-656 - [c44]Xin Zhou, Julien Gobeill, Patrick Ruch, Henning Müller:
University and Hospitals of Geneva at ImageCLEF 2007. CLEF (Working Notes) 2007 - [c43]Henning Müller, Mikko Juhani Pitkänen, Xin Zhou, Adrien Depeursinge, Jimison Iavindrasana, Antoine Geissbühler:
KnowARC: Enabling Grid networks for the biomedical research community. HealthGrid 2007: 261-268 - [c42]Henning Müller, Xin Zhou, Adrien Depeursinge, Mikko Juhani Pitkänen, Jimison Iavindrasana, Antoine Geissbühler:
Medical Visual Information Retrieval: State of the Art and Challenges Ahead. ICME 2007: 683-686 - [c41]Jimison Iavindrasana, Adrien Depeursinge, Patrick Ruch, Stéphane Spahni, Antoine Geissbühler, Henning Müller:
Design of a Decentralized Reusable Research Database Architecture to Support Data Acquisition in Large Research Projects. MedInfo 2007: 325-329 - [c40]Henning Müller, Célia Boyer, Arnaud Gaudinat, William R. Hersh, Antoine Geissbühler:
Analyzing Web Log Files of the Health On the Net HONmedia Search Engine to Define Typical Image Search Tasks for Image Retrieval Evaluation. MedInfo 2007: 1319-1323 - [c39]Adrien Depeursinge, Henning Müller, Asmâa Hidki, Pierre-Alexandre Poletti, Alexandra Platon, Antoine Geissbühler:
Image-based diagnostic aid for interstitial lung disease with secondary data integration. Medical Imaging: Computer-Aided Diagnosis 2007: 65143P - [c38]Tobias Gass, Adrien Depeursinge, Antoine Geissbühler, Henning Müller:
Learning a Frequency-Based Weighting for Medical Image Classification. MIMI 2007: 99-108 - [e2]Nicolas Jacq, Henning Müller, Ignacio Blanquer, Yannick Legré, Vincent Breton, Dominique Hausser, Vicente Hernández, Tony Solomonides, Martin Hofmann-Apitius:
From Genes to Personalized HealthCare: Grid Solutions for the Life Sciences - Proceedings of HealthGrid 2007, Geneva, Switzerland, April 24-27, 2007. Studies in Health Technology and Informatics 126, IOS Press 2007, ISBN 978-1-58603-738-3 [contents] - 2006
- [j11]Henning Müller, Xiaohong W. Gao, Qiang Lin, Thomas Martin Lehmann, Simon A. Thom, Paolo Inchingolo, Jyh-Cheng Chen, John Clark:
Medical imaging and telemedicine - from medical data production, to processing, storing, and sharing: A short outlook. Comput. Medical Imaging Graph. 30(6-7): 329-331 (2006) - [j10]Cheick Oumar Bagayoko, Henning Müller, Antoine Geissbühler:
Assessment of Internet-based tele-medicine in Africa (the RAFT project). Comput. Medical Imaging Graph. 30(6-7): 407-416 (2006) - [j9]William R. Hersh, Henning Müller, Jeffery R. Jensen, Jianji Yang, Paul N. Gorman, Patrick Ruch:
Model Formulation: Advancing Biomedical Image Retrieval: Development and Analysis of a Test Collection. J. Am. Medical Informatics Assoc. 13(5): 488-496 (2006) - [c37]Henning Müller, Joris Heuberger, Adrien Depeursinge, Antoine Geissbühler:
Automated Object Extraction for Medical Image Retrieval Using the Insight Toolkit (ITK). AIRS 2006: 476-488 - [c36]Henning Müller, Paul D. Clough, William R. Hersh, Antoine Geissbühler:
Variation of Relevance Assessments for Medical Image Retrieval. Adaptive Multimedia Retrieval 2006: 232-246 - [c35]Paul D. Clough, Michael Grubinger, Thomas Deselaers, Allan Hanbury, Henning Müller:
Overview of the ImageCLEF 2006 Photographic Retrieval and Object Annotation Tasks. CLEF 2006: 579-594 - [c34]Paul D. Clough, Michael Grubinger, Thomas Deselaers, Allan Hanbury, Henning Müller:
Overview of the ImageCLEF 2006 Photographic Retrieval and Object Annotation Tasks. CLEF (Working Notes) 2006 - [c33]Julien Gobeill, Henning Müller, Patrick Ruch:
Translation by Text Categorisation: Medical Image Retrieval in ImageCLEFmed 2006. CLEF 2006: 706-710 - [c32]Julien Gobeill, Henning Müller, Patrick Ruch:
Query and Document Translation by Automatic Text Categorization: A Simple Approach to Establish a Strong Textual Baseline for ImageCLEFmed 2006. CLEF (Working Notes) 2006 - [c31]Henning Müller, Thomas Deselaers, Thomas Martin Deserno, Paul D. Clough, Eugene Kim, William R. Hersh:
Overview of the ImageCLEFmed 2006 Medical Retrieval and Medical Annotation Tasks. CLEF 2006: 595-608 - [c30]Henning Müller, Thomas Deselaers, Thomas Martin Lehmann, Paul D. Clough, Eugene Kim, William R. Hersh:
Overview of the ImageCLEFmed 2006 Medical Retrieval and Annotation Tasks. CLEF (Working Notes) 2006 - [c29]Henning Müller, Tobias Gass, Antoine Geissbühler:
Image Classification with a Frequency-Based Information Retrieval Scheme for ImageCLEFmed 2006. CLEF 2006: 638-643 - [c28]Henning Müller, Tobias Gass, Antoine Geissbühler:
Performing Image Classification with a Frequency-based Information Retrieval Schema for ImageCLEF 2006. CLEF (Working Notes) 2006 - [e1]Carol Peters, Fredric C. Gey, Julio Gonzalo, Henning Müller, Gareth J. F. Jones, Michael Kluck, Bernardo Magnini, Maarten de Rijke:
Accessing Multilingual Information Repositories, 6th Workshop of the Cross-Language Evalution Forum, CLEF 2005, Vienna, Austria, 21-23 September, 2005, Revised Selected Papers. Lecture Notes in Computer Science 4022, Springer 2006, ISBN 3-540-45697-X [contents] - 2005
- [j8]Christelle Despont-Gros, Henning Müller, Christian Lovis:
Evaluating user interactions with clinical information systems: A model based on human-computer interaction models. J. Biomed. Informatics 38(3): 244-255 (2005) - [c27]Henning Müller, Joris Heuberger, Antoine Geissbühler:
Logo and Text Removal for Medical Image Retrieval. Bildverarbeitung für die Medizin 2005: 35-39 - [c26]Paul D. Clough, Henning Müller, Thomas Deselaers, Michael Grubinger, Thomas Martin Lehmann, Jeffery R. Jensen, William R. Hersh:
The CLEF 2005 Cross-Language Image Retrieval Track. CLEF 2005: 535-557 - [c25]Paul D. Clough, Henning Müller, Thomas Deselaers, Michael Grubinger, Thomas Martin Lehmann, Jeffery R. Jensen, William R. Hersh:
The CLEF 2005 Cross-Language Image Retrieval Track. CLEF (Working Notes) 2005 - [c24]Henning Müller, Antoine Geissbühler, Johan Marty, Christian Lovis, Patrick Ruch:
The Use of MedGIFT and EasyIR for ImageCLEF 2005. CLEF 2005: 724-732 - [c23]Henning Müller, Antoine Geissbühler, Johan Marty, Christian Lovis, Patrick Ruch:
Using medGIFT and easyIR for the ImageCLEF 2005 Evaluation Tasks. CLEF (Working Notes) 2005 - [c22]Henning Müller, Samuel Marquis, Gilles Cohen, Christian Lovis, Antoine Geissbühler:
Lung CT Analysis and Retrieval as a Diagnostic Aid. MIE 2005: 453-458 - [c21]Henning Müller, Paul D. Clough, William R. Hersh, Thomas Deselaers, Thomas Martin Lehmann, Antoine Geissbühler:
Evaluation axes for medical image retrieval systems: the imageCLEF experience. ACM Multimedia 2005: 1014-1022 - 2004
- [j7]Henning Müller, Thierry Pun, David Squire:
Learning from User Behavior in Image Retrieval: Application of Market Basket Analysis. Int. J. Comput. Vis. 56(1-2): 65-77 (2004) - [j6]Henning Müller, Nicolas Michoux, David Bandon, Antoine Geissbühler:
A review of content-based image retrieval systems in medical applications - clinical benefits and future directions. Int. J. Medical Informatics 73(1): 1-23 (2004) - [c20]Paul D. Clough, Mark Sanderson, Henning Müller:
The CLEF Cross Language Image Retrieval Track (ImageCLEF) 2004. CIVR 2004: 243-251 - [c19]Paul D. Clough, Henning Müller, Mark Sanderson:
The CLEF 2004 Cross-Language Image Retrieval Track. CLEF 2004: 597-613 - [c18]Paul D. Clough, Mark Sanderson, Henning Müller:
The CLEF Cross Language Image Retrieval Track (ImageCLEF) 2004. CLEF (Working Notes) 2004 - [c17]Henning Müller, Antoine Geissbühler:
How to Visually Retrieve Images from the St. Andrews Collection Using GIFT. CLEF 2004: 633-642 - [c16]Henning Müller, Antoine Geissbühler, Patrick Ruch:
Report on the ImageCLEF Experiment: How to Visually Retrieve Images from the St. Andrews Collection using GIFT. CLEF (Working Notes) 2004 - [c15]Henning Müller, Antoine Geissbühler, Patrick Ruch:
Report on the CLEF Experiment: Combining Image and Multilingual Search for Medical Image Retrieval. CLEF (Working Notes) 2004 - [c14]Henning Müller, Antoine Geissbühler, Patrick Ruch:
ImageCLEF 2004: Combining Image and Multi-lingual Search for Medical Image Retrieval. CLEF 2004: 718-727 - [c13]Christelle Despont-Gros, Paul Fabry, Henning Müller, Antoine Geissbühler, Christian Lovis:
User acceptance of Clinical Information Systems: A methodological approach to identify the key dimensions allowing a reliable evaluation framework. MedInfo 2004: 1038-1042 - [c12]Patrick Ruch, Christine Chichester, Gilles Cohen, Frédéric Ehrler, Paul Fabry, Johan Marty, Henning Müller, Antoine Geissbühler:
Report on the TREC 2004 Experiment: Genomics Track. TREC 2004 - 2003
- [j5]Henning Müller, Wolfgang Müller, Stéphane Marchand-Maillet, Thierry Pun, David McG. Squire:
A Framework for Benchmarking in CBIR. Multim. Tools Appl. 21(1): 55-73 (2003) - [c11]Henning Müller, Antoine Rosset, Jean-Paul Vallée, Antoine Geissbühler:
Integrating Content-Based Visual Access Methods into a Medical Case Database. MIE 2003: 480-485 - [c10]Patrick Ruch, Gilles Cohen, Frédéric Ehrler, Henning Müller, Giovanni Coray, Hatem Ghorbel, Vincenzo Pallotta, Christine Chichester:
Report on the TREC 2003 Experiment: Genomic Track. TREC 2003: 756-761 - 2002
- [c9]Henning Müller, Stéphane Marchand-Maillet, Thierry Pun:
The Truth about Corel - Evaluation in Image Retrieval. CIVR 2002: 38-49 - 2001
- [j4]Wolfgang Müller, Stéphane Marchand-Maillet, Henning Müller, David Squire, Thierry Pun:
Evaluating image browsers using structured annotation. J. Assoc. Inf. Sci. Technol. 52(11): 961-968 (2001) - [j3]Henning Müller, Wolfgang Müller, David Squire, Stéphane Marchand-Maillet, Thierry Pun:
Performance evaluation in content-based image retrieval: overview and proposals. Pattern Recognit. Lett. 22(5): 593-601 (2001) - [c8]Henning Müller, Wolfgang Müller, David McG. Squire:
Automated Benchmarking In Content-Based Image Retrieval. ICME 2001 - [c7]Henning Müller, Wolfgang Müller, David McG. Squire:
A web-based evaluation system for CBIR. ACM Multimedia Workshops 2001: 50-54 - 2000
- [j2]David McG. Squire, Wolfgang Müller, Henning Müller, Thierry Pun:
Content-based query of image databases: inspirations from text retrieval. Pattern Recognit. Lett. 21(13-14): 1193-1198 (2000) - [c6]Henning Müller, Wolfgang Müller, Stéphane Marchand-Maillet, Thierry Pun, David Squire:
Strategies for Positive and Negative Relevance Feedback in Image Retrieval. ICPR 2000: 5043-5042 - [c5]Henning Müller, Wolfgang Müller, David McG. Squire:
Learning Feature Weights from User Behavior in Content-Based Image Retrieval. MDM/KDD 2000: 67-72 - [c4]Henning Müller, Wolfgang Müller, David McG. Squire, Zoran Pecenovic, Stéphane Marchand-Maillet:
An open framework for distributed multimedia retrieval. RIAO 2000: 701-712 - [c3]Wolfgang Müller, Henning Müller, Stéphane Marchand-Maillet, Thierry Pun, David Squire, Zoran Pecenovic, Christoph Giess, Arjen P. de Vries:
MRML: A Communication Protocol for Content-Based Image Retrieval. VISUAL 2000: 300-311
1990 – 1999
- 1999
- [c2]David Squire, Wolfgang Müller, Henning Müller:
Relevance Feedback and Term Weighting Schemes for Content-Based Image Retrieval. VISUAL 1999: 549-556 - 1998
- [j1]Uwe Engelmann, Andre Schröter, Ulrike Baur, Oliver Werner, Markus Schwab, Henning Müller, Hans-Peter Meinzer:
A three-generation model for teleradiology. IEEE Trans. Inf. Technol. Biomed. 2(1): 20-25 (1998) - [c1]Uwe Engelmann, Andre Schröter, Ulrike Baur, Oliver Werner, Markus Schwab, Henning Müller, Hans-Peter Meinzer:
The Evolution of a German Teleradiology System. MedInfo 1998: 255-260 - 1997
- [b1]Henning Müller:
Einsatz eines Mobilrobotersystems in der Endmontage des Schiffsstahlkörperbaus. Berlin Institute of Technology, 1997, ISBN 3-8167-4552-0, pp. 1-175
Coauthor Index
[j101] [j100] [j99] [j98] [c317] [i40] [i39] [i36] [i35] [j96] [c307] [c299] [i25] [j88] [c296] [i19] [i12] [j87] [j84] [j83] [j81] [j80] [c281] [c278] [e24] [j71] [c275] [c267] [c266] [c265] [c263] [c260] [c259] [c254] [j68] [c243] [c240] [j63] [c239] [c229] [c224] [c220] [c209] [c208] [c206] [c202] [c201] [j56] [c174] [c173] [c172] [c161] [c152] [c151] [c125]
Antonio C. de A. Campello Jr.
aka: Antonio Campello
aka: Antonio Campello
Rafael Luis Ruiz De Castaneda
aka: Rafael Luis Ruiz De Castañeda
aka: Rafael Luis Ruiz De Castañeda
[i34] [j95] [i21] [j82] [c264] [c256] [i10] [j66] [j64] [j59] [p7] [i4] [j51] [j46] [c192] [c187] [c177] [c171] [c169] [c168] [c167] [c165] [c164] [c161] [i2] [j38] [j37] [j35] [c149] [c127] [c124] [c121] [c115] [j32] [j30] [j27] [j26] [c107] [c105] [c102] [c101] [c94] [c93] [c92] [c91] [c89] [j23] [j20] [c81] [c80] [c78] [c76] [p2] [c72] [c65] [c62] [j13] [c57] [c43] [c42] [c41] [c39] [c38] [c37]
Alba Garcia Seco de Herrera
aka: Alba García Seco de Herrera
aka: Alba García Seco de Herrera
[c325] [c322] [c319] [i38] [c314] [c311] [c309] [d8] [d7] [c295] [c294] [c292] [c286] [c282] [c279] [c273] [c270] [c269] [c249] [c247] [c245] [p13] [c234] [c232] [j60] [c214] [c212] [i5] [j57] [c198] [c197] [c191] [j44] [j43] [c184] [c182] [c179] [p6] [p5] [c130] [c129] [c120] [c118] [c114] [c110] [c108] [c103] [c97] [c96] [c95]
Charles E. Kahn Jr.
aka: Charles E. Kahn
aka: Charles E. Kahn
Juan Sebastian Otálora Montenegro
aka: Sebastian Otálora
aka: Sebastian Otálora
Michael Riegler 0001
aka: Michael A. Riegler
aka: Michael A. Riegler
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