Real-time placental vessel segmentation in fetoscopic laser surgery for Twin-to-Twin Transfusion Syndrome - Szymon Plotka; Tomasz Szczepanski; Paula Szenejko; Przemyslaw Korzeniowski; Jesús Rodriguez Calvo; Asma Khalil; Alireza Shamshirsaz; Robert Brawura-Biskupski-Samaha; Ivana Isgum; Clara I. Sánchez; Arkadiusz Sitek (Medical Image Anal., 2025)

Fully automatic deep convolutional approaches for the screening of neurodegeneratives diseases using multi-view OCT images - Lorena Álvarez-Rodríguez; Ana Pueyo; Joaquim de Moura; Elisa Vilades; Elena Garcia-Martin; Clara I. Sánchez; Jorge Novo; Marcos Ortega (Artif. Intell. Medicine, 2024)

Uncertainty-aware multiple-instance learning for reliable classification: Application to optical coherence tomography - Coen de Vente; Bram van Ginneken; Carel B. Hoyng; Caroline C. W. Klaver; Clara I. Sánchez (Medical Image Anal., 2024)

AIROGS: Artificial Intelligence for Robust Glaucoma Screening Challenge - Coen de Vente; Koenraad A. Vermeer; Nicolas Jaccard; He Wang; Hongyi Sun; Firas Khader; Daniel Truhn; Temirgali Aimyshev; Yerkebulan Zhanibekuly; Tien-Dung Le; Adrian Galdran; Miguel Ángel González Ballester; et al. (IEEE Trans. Medical Imaging, 2024)

Nodule Detection and Generation on Chest X-Rays: NODE21 Challenge - Ecem Sogancioglu; Bram van Ginneken; Finn Behrendt; Marcel Bengs; Alexander Schlaefer; Miron Radu; Di Xu; Ke Sheng; Fabien Scalzo; Eric Marcus; Samuele Papa; Jonas Teuwen; et al. (IEEE Trans. Medical Imaging, 2024)

Recurrent Task Specialization Network for Segmentation-aided Vascular Landmarks Detection in Retinal Images - Álvaro S. Hervella; José Rouco; Jorge Novo; Clara I. Sánchez; Marcos Ortega (ECAI 2024 - 27th European Conference on Artificial Intelligence, 19-24 October 2024, Santiago de Compostela, Spain - Including 13th Conference on Prestigious Applications of Intelligent Systems (PAIS 2024), 2024)

3D Point Cloud Analysis via Transformer-Based Graph Learning for Multiple Sclerosis Screening in OCT Images - Lorena Álvarez-Rodríguez; Iván García Prego; Joaquim de Moura; Ana Pueyo; Elisa Vilades; Elena Garcia-Martin; Clara I. Sánchez; Jorge Novo; Marcos Ortega (Knowledge-Based and Intelligent Information & Engineering Systems: Proceedings of the 28th International Conference KES-2024, Seville, Spain, 11-13 September 2023, 2024)

Uncertainty-aware retinal layer segmentation in OCT through probabilistic signed distance functions - Mohammad Mohaiminul Islam; Coen de Vente; Bart Liefers; Caroline Klaver; Erik J. Bekkers; Clara I. Sánchez (Medical Imaging with Deep Learning, 3-5 July 2024, Paris, France, 2024)

Training-free Prompt Placement by Propagation for SAM Predictions in Bone CT Scans - Caroline Magg; Lukas P. E. Verweij; Maaike A. ter Wee; George S. Buijs; Johannes G. G. Dobbe; Geert J. Streekstra; Leendert Blankevoort; Clara I. Sánchez (Medical Imaging with Deep Learning, 3-5 July 2024, Paris, France, 2024)

Nodule detection and generation on chest X-rays: NODE21 Challenge - Ecem Sogancioglu; Bram van Ginneken; Finn Behrendt; Marcel Bengs; Alexander Schlaefer; Miron Radu; Di Xu; Ke Sheng; Fabien Scalzo; Eric Marcus; Samuele Papa; Jonas Teuwen; et al. (CoRR, 2024)

Zero-shot capability of SAM-family models for bone segmentation in CT scans - Caroline Magg; Hoel Kervadec; Clara I. Sánchez (CoRR, 2024)

Uncertainty-aware retinal layer segmentation in OCT through probabilistic signed distance functions - Mohammad Mohaiminul Islam; Coen de Vente; Bart Liefers; Caroline Klaver; Erik J. Bekkers; Clara I. Sánchez (CoRR, 2024)

BabyNet6529165291: Fetal birth weight prediction using biometry multimodal data acquired less than 24 hours before delivery - Szymon Plotka; Michal K. Grzeszczyk; Robert Brawura-Biskupski-Samaha; Pawel Gutaj; Michal Lipa; Tomasz Trzcinski; Ivana Isgum; Clara I. Sánchez; Arkadiusz Sitek (Comput. Biol. Medicine, 2023)

Automatic Segmentation of Retinal Layers in Multiple Neurodegenerative Disorder Scenarios - Mateo Gende; Víctor Mallen; Joaquim de Moura; Beatriz Cordón; Elena Garcia-Martin; Clara I. Sánchez; Jorge Novo; Marcos Ortega (IEEE J. Biomed. Health Informatics, 2023)

On Retrospective k-space Subsampling schemes For Deep MRI Reconstruction - George Yiasemis; Clara I. Sánchez; Jan-Jakob Sonke; Jonas Teuwen (CoRR, 2023)

AIROGS: Artificial Intelligence for RObust Glaucoma Screening Challenge - Coen de Vente; Koenraad A. Vermeer; Nicolas Jaccard; He Wang; Hongyi Sun; Firas Khader; Daniel Truhn; Temirgali Aimyshev; Yerkebulan Zhanibekuly; Tien-Dung Le; Adrian Galdran; Miguel Ángel González Ballester; et al. (CoRR, 2023)

Understanding metric-related pitfalls in image analysis validation - 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; et al. (CoRR, 2023)

JSSL: Joint Supervised and Self-supervised Learning for MRI Reconstruction - George Yiasemis; Nikita Moriakov; Clara I. Sánchez; Jan-Jakob Sonke; Jonas Teuwen (CoRR, 2023)

Automated COVID-19 Grading With Convolutional Neural Networks in Computed Tomography Scans: A Systematic Comparison - Coen de Vente; Luuk H. Boulogne; Kiran Vaidhya Venkadesh; Cheryl Sital; Nikolas Lessmann; Colin Jacobs; Clara I. Sánchez; Bram van Ginneken (IEEE Trans. Artif. Intell., 2022)

Mammary duct detection using self-supervised encoders - Shannon Doyle; Francesco Dal Canton; Jelle Wesseling; Clara I. Sánchez; Jonas Teuwen (Medical Imaging 2022: Computer-Aided Diagnosis, San Diego, CA, USA, February 20-24, 2022 / online, March 21-27, 2022, 2022)

A deep learning framework for the detection and quantification of drusen and reticular pseudodrusen on optical coherence tomography - Roy Schwartz; Hagar Khalid; Sandra Liakopoulos; Yanling Ouyang; Coen de Vente; Cristina González-Gonzalo; Aaron Y. Lee; Robyn H. Guymer; Emily Y. Chew; Catherine Egan; Zhichao Wu; Himeesh Kumar; et al. (CoRR, 2022)

Adversarial attack vulnerability of medical image analysis systems: Unexplored factors - Gerda Bortsova; Cristina González-Gonzalo; Suzanne C. Wetstein; Florian Dubost; Ioannis Katramados; Laurens Hogeweg; Bart Liefers; Bram van Ginneken; Josien P. W. Pluim; Mitko Veta; Clara I. Sánchez; Marleen de Bruijne (Medical Image Anal., 2021)

Rotterdam EyePACS AIROGS train set (Version 1.1.0) - Coen de Vente; Koenraad A. Vermeer; Nicolas Jaccard; Bram van Ginneken; Hans G. Lemij; Clara I. Sánchez (Zenodo, 2021)
Accessed on YYYY-MM-DD.

Deep MRI Reconstruction with Radial Subsampling - George Yiasemis; Chaoping Zhang; Clara I. Sánchez; Jan-Jakob Sonke; Jonas Teuwen (CoRR, 2021)

Recurrent Variational Network: A Deep Learning Inverse Problem Solver applied to the task of Accelerated MRI Reconstruction - George Yiasemis; Clara I. Sánchez; Jan-Jakob Sonke; Jonas Teuwen (CoRR, 2021)

Iterative Augmentation of Visual Evidence for Weakly-Supervised Lesion Localization in Deep Interpretability Frameworks: Application to Color Fundus Images - Cristina González-Gonzalo; Bart Liefers; Bram van Ginneken; Clara I. Sánchez (IEEE Trans. Medical Imaging, 2020)

Adversarial Attack Vulnerability of Medical Image Analysis Systems: Unexplored Factors - Suzanne C. Wetstein; Cristina González-Gonzalo; Gerda Bortsova; Bart Liefers; Florian Dubost; Ioannis Katramados; Laurens Hogeweg; Bram van Ginneken; Josien P. W. Pluim; Marleen de Bruijne; Clara I. Sánchez; Mitko Veta (CoRR, 2020)

Improving Automated COVID-19 Grading with Convolutional Neural Networks in Computed Tomography Scans: An Ablation Study - Coen de Vente; Luuk H. Boulogne; Kiran Vaidhya Venkadesh; Cheryl Sital; Nikolas Lessmann; Colin Jacobs; Clara I. Sánchez; Bram van Ginneken (CoRR, 2020)

RETOUCH: The Retinal OCT Fluid Detection and Segmentation Benchmark and Challenge - Hrvoje Bogunovic; Freerk G. Venhuizen; Sophie Klimscha; Stefanos Apostolopoulos; Alireza Bab-Hadiashar; Ulas Bagci; Mirza Faisal Beg; Loza Bekalo; Qiang Chen; Carlos Ciller; Karthik Gopinath; Amirali K. Gostar; et al. (IEEE Trans. Medical Imaging, 2019)

Dense Segmentation in Selected Dimensions: Application to Retinal Optical Coherence Tomography - Bart Liefers; Cristina González-Gonzalo; Caroline Klaver; Bram van Ginneken; Clara I. Sánchez (International Conference on Medical Imaging with Deep Learning, MIDL 2019, 8-10 July 2019, London, United Kingdom, 2019)

Evaluation of a deep learning system for the joint automated detection of diabetic retinopathy and age-related macular degeneration - Cristina González-Gonzalo; Verónica Sánchez-Gutiérrez; Paula Hernández-Martínez; Inés Contreras; Yara T. E. Lechanteur; Artin Domanian; Bram van Ginneken; Clara I. Sánchez (CoRR, 2019)

A deep learning model for segmentation of geographic atrophy to study its long-term natural history - Bart Liefers; Johanna M. Colijn; Cristina González-Gonzalo; Timo Verzijden; Paul Mitchell; Carel B. Hoyng; Bram van Ginneken; Caroline C. W. Klaver; Clara I. Sánchez (CoRR, 2019)

Iterative augmentation of visual evidence for weakly-supervised lesion localization in deep interpretability frameworks - Cristina González-Gonzalo; Bart Liefers; Bram van Ginneken; Clara I. Sánchez (CoRR, 2019)

Large scale deep learning for computer aided detection of mammographic lesions - Thijs Kooi; Geert Litjens; Bram van Ginneken; Albert Gubern-Mérida; Clara I. Sánchez; Ritse Mann; Ard den Heeten; Nico Karssemeijer (Medical Image Anal., 2017)

A survey on deep learning in medical image analysis - Geert Litjens; Thijs Kooi; Babak Ehteshami Bejnordi; Arnaud Arindra Adiyoso Setio; Francesco Ciompi; Mohsen Ghafoorian; Jeroen A. W. M. van der Laak; Bram van Ginneken; Clara I. Sánchez (Medical Image Anal., 2017)

Fovea detection in optical coherence tomography using convolutional neural networks - Bart Liefers; Freerk G. Venhuizen; Thomas Theelen; Carel B. Hoyng; Bram van Ginneken; Clara I. Sánchez (Medical Imaging 2017: Image Processing, Orlando, Florida, United States, 11-16 February 2017, 2017)

A Survey on Deep Learning in Medical Image Analysis - Geert Litjens; Thijs Kooi; Babak Ehteshami Bejnordi; Arnaud Arindra Adiyoso Setio; Francesco Ciompi; Mohsen Ghafoorian; Jeroen A. W. M. van der Laak; Bram van Ginneken; Clara I. Sánchez (CoRR, 2017)

Automatic detection of pleural effusion in chest radiographs - Pragnya Maduskar; Rick H. H. M. Philipsen; Jaime Melendez; Ernst Th. Scholten; Duncan Chanda; Helen Ayles; Clara I. Sánchez; Bram van Ginneken (Medical Image Anal., 2016)

On Combining Multiple-Instance Learning and Active Learning for Computer-Aided Detection of Tuberculosis - Jaime Melendez; Bram van Ginneken; Pragnya Maduskar; Rick H. H. M. Philipsen; Helen Ayles; Clara I. Sánchez (IEEE Trans. Medical Imaging, 2016)

Pulmonary Nodule Detection in CT Images: False Positive Reduction Using Multi-View Convolutional Networks - Arnaud Arindra Adiyoso Setio; Francesco Ciompi; Geert Litjens; Paul K. Gerke; Colin Jacobs; Sarah J. van Riel; Mathilde Marie Winkler Wille; Matiullah Naqibullah; Clara I. Sánchez; Bram van Ginneken (IEEE Trans. Medical Imaging, 2016)

Fast Convolutional Neural Network Training Using Selective Data Sampling: Application to Hemorrhage Detection in Color Fundus Images - Mark J. J. P. van Grinsven; Bram van Ginneken; Carel B. Hoyng; Thomas Theelen; Clara I. Sánchez (IEEE Trans. Medical Imaging, 2016)

Location Sensitive Deep Convolutional Neural Networks for Segmentation of White Matter Hyperintensities - Mohsen Ghafoorian; Nico Karssemeijer; Tom Heskes; Inge van Uden; Clara I. Sánchez; Geert Litjens; Frank-Erik de Leeuw; Bram van Ginneken; Elena Marchiori; Bram Platel (CoRR, 2016)

A Novel Multiple-Instance Learning-Based Approach to Computer-Aided Detection of Tuberculosis on Chest X-Rays - Jaime Melendez; Bram van Ginneken; Pragnya Maduskar; Rick H. H. M. Philipsen; Klaus Reither; Marianne Breuninger; Ifedayo M. O. Adetifa; Rahmatulai Maane; Helen Ayles; Clara I. Sánchez (IEEE Trans. Medical Imaging, 2015)

Localized Energy-Based Normalization of Medical Images: Application to Chest Radiography - Rick H. H. M. Philipsen; Pragnya Maduskar; Laurens Hogeweg; Jaime Melendez; Clara I. Sánchez; Bram van Ginneken (IEEE Trans. Medical Imaging, 2015)

Automatic Detection of Tuberculosis in Chest Radiographs Using a Combination of Textural, Focal, and Shape Abnormality Analysis - Laurens Hogeweg; Clara I. Sánchez; Pragnya Maduskar; Rick H. H. M. Philipsen; Alistair Story; Rodney Dawson; Grant Theron; Keertan Dheda; Liesbeth Peters-Bax; Bram van Ginneken (IEEE Trans. Medical Imaging, 2015)

Automated age-related macular degeneration classification in OCT using unsupervised feature learning - Freerk G. Venhuizen; Bram van Ginneken; Bart Bloemen; Mark J. J. P. van Grinsven; Rick H. H. M. Philipsen; Carel B. Hoyng; Thomas Theelen; Clara I. Sánchez (Medical Imaging 2015: Computer-Aided Diagnosis, Orlando, Florida, United States, 21-26 February 2015, 2015)

Multiple-instance learning for computer-aided detection of tuberculosis - Jaime Melendez; Clara I. Sánchez; Rick H. H. M. Philipsen; Pragnya Maduskar; Bram van Ginneken (Medical Imaging 2014: Computer-Aided Diagnosis, San Diego, California, United States, 15-20 February 2014, 2014)

Suppression of Translucent Elongated Structures: Applications in Chest Radiography - Laurens Hogeweg; Clara I. Sánchez; Bram van Ginneken (IEEE Trans. Medical Imaging, 2013)

Perceptually adapted method for optic disc detection on retinal fundus images - Irene Fondón; Mark J. J. P. van Grinsven; Clara I. Sánchez; Aurora Sáez (Proceedings of the 26th IEEE International Symposium on Computer-Based Medical Systems, Porto, Portugal, June 20-22, 2013, 2013)

A Bag of Words approach for discriminating between retinal images containing exudates or drusen - Mark J. J. P. van Grinsven; Arunava Chakravarty; Jayanthi Sivaswamy; Thomas Theelen; Bram van Ginneken; Clara I. Sánchez (10th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, ISBI 2013, 7-11 April, 2013, San Francisco, CA, USA, Proceedings, 2013)

Automatic age-related macular degeneration detection and staging - Mark J. J. P. van Grinsven; Yara T. E. Lechanteur; Johannes P. H. van de Ven; Bram van Ginneken; Thomas Theelen; Clara I. Sánchez (Medical Imaging 2013: Computer-Aided Diagnosis, Lake Buena Vista (Orlando Area), Florida, United States, 9-14 February 2013, 2013)

Contextual computer-aided detection: Improving bright lesion detection in retinal images and coronary calcification identification in CT scans - Clara I. Sánchez; Meindert Niemeijer; Ivana Isgum; Alina V. Dumitrescu; Maria S. A. Suttorp-Schulten; Michael D. Abràmoff; Bram van Ginneken (Medical Image Anal., 2012)

Clavicle segmentation in chest radiographs - Laurens Hogeweg; Clara I. Sánchez; Pim A. de Jong; Pragnya Maduskar; Bram van Ginneken (Medical Image Anal., 2012)

Computer-Aided Lesion Diagnosis in Automated 3-D Breast Ultrasound Using Coronal Spiculation - Tao Tan; Bram Platel; Henkjan J. Huisman; Clara I. Sánchez; Roel Mus; Nico Karssemeijer (IEEE Trans. Medical Imaging, 2012)

Interactive classification of lung tissue in CT scans by combining prior and interactively obtained training data: A simulation study - Thessa T. J. P. Kockelkorn; Clara I. Sánchez; Jan C. Grutters; Rui Ramos; Pim A. de Jong; Max A. Viergever; José Ramos; Cornelia Schaefer-Prokop; Bram van Ginneken (Proceedings of the 21st International Conference on Pattern Recognition, ICPR 2012, Tsukuba, Japan, November 11-15, 2012, 2012)

Potential of a Standalone Computer-Aided Detection System for Breast Cancer Detection in Screening Mammography - Jaime Melendez; Clara I. Sánchez; Rianne Hupse; Bram van Ginneken; Nico Karssemeijer (Breast Imaging - 11th International Workshop, IWDM 2012, Philadelphia, PA, USA, July 8-11, 2012. Proceedings, 2012)

Computer-Aided Detection of Ground Glass Nodules in Thoracic CT Images Using Shape, Intensity and Context Features - Colin Jacobs; Clara I. Sánchez; Stefan C. Saur; Thorsten Twellmann; Pim A. de Jong; Bram van Ginneken (Medical Image Computing and Computer-Assisted Intervention - MICCAI 2011 - 14th International Conference, Toronto, Canada, September 18-22, 2011, Proceedings, Part III, 2011)

Retinopathy Online Challenge: Automatic Detection of Microaneurysms in Digital Color Fundus Photographs - Meindert Niemeijer; Bram van Ginneken; Michael J. Cree; Atsushi Mizutani; Gwenolé Quellec; Clara I. Sánchez; Bob Zhang; Roberto Hornero; Mathieu Lamard; Chisako Muramatsu; Xiangqian Wu; Guy Cazuguel; et al. (IEEE Trans. Medical Imaging, 2010)

Improving hard exudate detection in retinal images through a combination of local and contextual information - Clara I. Sánchez; Meindert Niemeijer; Maria S. A. Suttorp-Schulten; Michael Abramoff; Bram van Ginneken (Proceedings of the 2010 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, Rotterdam, The Netherlands, 14-17 April, 2010, 2010)

Active Learning for an Efficient Training Strategy of Computer-Aided Diagnosis Systems: Application to Diabetic Retinopathy Screening - Clara I. Sánchez; Meindert Niemeijer; Michael D. Abràmoff; Bram van Ginneken (Medical Image Computing and Computer-Assisted Intervention - MICCAI 2010, 13th International Conference, Beijing, China, September 20-24, 2010, Proceedings, Part III, 2010)

Neural network based detection of hard exudates in retinal images - María García; Clara I. Sánchez; María Isabel López; Daniel E. Abásolo; Roberto Hornero (Comput. Methods Programs Biomed., 2009)

Retinal image analysis based on mixture models to detect hard exudates - Clara I. Sánchez; María García; Agustín Mayo; María Isabel López; Roberto Hornero (Medical Image Anal., 2009)

Mixture model-based clustering and logistic regression for automatic detection of microaneurysms in retinal images - Clara I. Sánchez; Roberto Hornero; Agustín Mayo; María García (Medical Imaging 2009: Computer-Aided Diagnosis, Lake Buena Vista (Orlando Area), Florida, United States, 7-12 February 2009, 2009)

Active learning approach for detection of hard exudates, cotton wool spots, and drusen in retinal images - Clara I. Sánchez; Meindert Niemeijer; Thessa T. J. P. Kockelkorn; Michael D. Abràmoff; Bram van Ginneken (Medical Imaging 2009: Computer-Aided Diagnosis, Lake Buena Vista (Orlando Area), Florida, United States, 7-12 February 2009, 2009)

Variability, regularity, and complexity of time series generated by schizophrenic patients and control subjects - Roberto Hornero; Daniel E. Abásolo; Natalia Jimeno; Clara I. Sánchez; Jesús Poza; Mateo Aboy (IEEE Trans. Biomed. Eng., 2006)

Automatic Image Processing Algorithm to Detect Hard Exudates based on Mixture Models - Clara I. Sánchez; Agustín Mayo; María García; María Isabel López; Roberto Hornero (28th International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC 2006, New York City, NY, USA, August 30 - September 3, 2006, Main Volume, 2006)