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ORCIDDorin Comaniciu
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- affiliation: Siemens Healthineers, Medical Imaging Technologies, Princeton, NJ, USA
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2020 – today
- 2024
[c219]Riqiang Gao, Florin-Cristian Ghesu, Simon Arberet, Shahab Basiri, Esa Kuusela, Martin Kraus, Dorin Comaniciu, Ali Kamen:
Multi-Agent Reinforcement Learning Meets Leaf Sequencing in Radiotherapy. ICML 2024- [c218]Saahil Islam
, Venkatesh N. Murthy, Dominik Neumann, Serkan Çimen, Puneet Sharma, Andreas K. Maier, Dorin Comaniciu, Florin C. Ghesu:
A Novel Tracking Framework for Devices in X-ray Leveraging Supplementary Cue-Driven Self-supervised Features. MICCAI (6) 2024: 25-34 - [i34]Saahil Islam, Venkatesh N. Murthy, Dominik Neumann, Badhan Kumar Das, Puneet Sharma, Andreas K. Maier, Dorin Comaniciu, Florin C. Ghesu:
Self-Supervised Learning for Interventional Image Analytics: Towards Robust Device Trackers. CoRR abs/2405.01156 (2024) - [i33]Riqiang Gao, Florin C. Ghesu, Simon Arberet, Shahab Basiri, Esa Kuusela, Martin Kraus, Dorin Comaniciu, Ali Kamen:
Multi-Agent Reinforcement Learning Meets Leaf Sequencing in Radiotherapy. CoRR abs/2406.01853 (2024) - [i32]Hao Li, Han Liu, Heinrich von Busch, Robert Grimm, Henkjan Huisman, Angela Tong, David J. Winkel, Tobias Penzkofer, Ivan Shabunin, Moon Hyung Choi, Qingsong Yang, Dieter Szolar, Steven Shea, Fergus Coakley, Mukesh Harisinghani, Ipek Oguz, Dorin Comaniciu, Ali Kamen, Bin Lou:
Deep Learning-based Unsupervised Domain Adaptation via a Unified Model for Prostate Lesion Detection Using Multisite Bi-parametric MRI Datasets. CoRR abs/2408.04777 (2024) - [i31]Athira J. Jacob, Indraneel Borgohain, Teodora Chitiboi, Puneet Sharma, Dorin Comaniciu, Daniel Rueckert:
Towards a vision foundation model for comprehensive assessment of Cardiac MRI. CoRR abs/2410.01665 (2024) - [i30]Vivek Singh, Shikha Chaganti, Matthias Siebert, Soumya Rajesh, Andrei Puiu, Raj Gopalan, Jamie Gramz, Dorin Comaniciu, Ali Kamen:
Deep learning-based identification of patients at increased risk of cancer using routine laboratory markers. CoRR abs/2410.19646 (2024) - 2023
- [c217]Riqiang Gao, Bin Lou, Zhoubing Xu, Dorin Comaniciu, Ali Kamen:
Flexible-Cm GAN: Towards Precise 3D Dose Prediction in Radiotherapy. CVPR 2023: 715-725 - [c216]Youngjin Yoo, Gengyan Zhao, Andreea Sandu, Thomas J. Re, Jyotipriya Das, Hesheng Wang, Michelle Kim, Colette Shen, Yueh Lee, Douglas Kondziolka, Mohannad Ibrahim, Jun Lian, Rajan Jain, Tong Zhu, Hemant Parmar, James M. Balter, Yue Cao, Eli Gibson, Dorin Comaniciu:
The importance of data domain on self-supervised learning for brain metastasis detection and segmentation. Computer-Aided Diagnosis 2023 - [c215]Anamaria Vizitiu, Antonia T. Mohaiu, Ioan M. Popdan, Abishek Balachandran, Florin C. Ghesu, Dorin Comaniciu:
Multi-scale Self-Supervised Learning for Longitudinal Lesion Tracking with Optional Supervision. MICCAI (1) 2023: 573-582 - [c214]Marc Demoustier, Yue Zhang, Venkatesh Narasimha Murthy, Florin C. Ghesu, Dorin Comaniciu:
ConTrack: Contextual Transformer for Device Tracking in X-Ray. MICCAI (9) 2023: 679-688 - [c213]Gengyan Zhao, Youngjin Yoo, Thomas J. Re, Jyotipriya Das, Hesheng Wang, Michelle Kim, Colette Shen, Yueh Lee, Douglas Kondziolka, Mohannad Ibrahim, Jun Lian, Rajan Jain, Tong Zhu, Hemant Parmar, James M. Balter, Yue Cao, Eli Gibson, Dorin Comaniciu:
3D-2D GAN based brain metastasis synthesis with configurable parameters for fully 3D data augmentation. Image Processing 2023 - [i29]Manuela Daniela Danu, Vasile George Marica, Sanjeev Kumar Karn, Bogdan Georgescu, Awais Mansoor, Florin C. Ghesu, Lucian Mihai Itu, Constantin Suciu, Sasa Grbic, Oladimeji Farri, Dorin Comaniciu:
Generation of Radiology Findings in Chest X-Ray by Leveraging Collaborative Knowledge. CoRR abs/2306.10448 (2023) - [i28]Marc Demoustier, Yue Zhang, Venkatesh Narasimha Murthy, Florin C. Ghesu, Dorin Comaniciu:
ConTrack: Contextual Transformer for Device Tracking in X-ray. CoRR abs/2307.07541 (2023) - [i27]Ali H. Dhanaliwala, Rikhiya Ghosh, Sanjeev Kumar Karn, Poikavila Ullaskrishnan, Oladimeji Farri, Dorin Comaniciu, Charles E. Kahn:
General-Purpose vs. Domain-Adapted Large Language Models for Extraction of Data from Thoracic Radiology Reports. CoRR abs/2311.17213 (2023) - 2022
- [c212]Jingya Liu, Bin Lou, Mamadou Diallo, Tongbai Meng, Heinrich von Busch, Robert Grimm, Yingli Tian, Dorin Comaniciu, Ali Kamen:
Detecting Out-of-Distribution via an Unsupervised Uncertainty Estimation for Prostate Cancer Diagnosis. MIDL 2022: 796-807 - [i26]Florin C. Ghesu, Bogdan Georgescu, Awais Mansoor, Youngjin Yoo, Dominik Neumann, Pragneshkumar Patel, R. S. Vishwanath, James M. Balter, Yue Cao, Sasa Grbic, Dorin Comaniciu:
Self-supervised Learning from 100 Million Medical Images. CoRR abs/2201.01283 (2022) - 2021
- [j51]Florin C. Ghesu, Bogdan Georgescu, Awais Mansoor, Youngjin Yoo, Eli Gibson, R. S. Vishwanath, Abishek Balachandran, James M. Balter, Yue Cao, Ramandeep Singh, Subba R. Digumarthy, Mannudeep K. Kalra, Sasa Grbic, Dorin Comaniciu:
Quantifying and leveraging predictive uncertainty for medical image assessment. Medical Image Anal. 68: 101855 (2021) - [j50]Sebastian Gündel, Arnaud A. A. Setio, Florin C. Ghesu, Sasa Grbic, Bogdan Georgescu, Andreas K. Maier, Dorin Comaniciu:
Robust classification from noisy labels: Integrating additional knowledge for chest radiography abnormality assessment. Medical Image Anal. 72: 102087 (2021) - [j49]Siqi Liu, Arnaud Arindra Adiyoso Setio, Florin C. Ghesu, Eli Gibson, Sasa Grbic, Bogdan Georgescu, Dorin Comaniciu:
No Surprises: Training Robust Lung Nodule Detection for Low-Dose CT Scans by Augmenting With Adversarial Attacks. IEEE Trans. Medical Imaging 40(1): 335-345 (2021) - [c211]Sebastian Gündel, Arnaud A. A. Setio, Sasa Grbic, Andreas Maier, Dorin Comaniciu:
Abstract: Extracting and Leveraging Nodule Features with Lung Inpainting for Local Feature Augmentation. Bildverarbeitung für die Medizin 2021: 288 - [c210]Nguyen P. Nguyen, Youngjin Yoo, Andrei Chekkoury, Eva Eibenberger, Thomas J. Re, Jyotipriya Das, Abishek Balachandran, Yvonne W. Lui, Pina C. Sanelli, Thomas J. Schroeppel, Uttam Bodanapally, Savvas Nicolaou, Tommi A. White, Filiz Bunyak, Dorin Comaniciu, Eli Gibson:
Brain midline shift detection and quantification by a cascaded deep network pipeline on non-contrast computed tomography scans. ICCVW 2021: 487-495 - [i25]Sebastian Gündel, Arnaud A. A. Setio, Florin C. Ghesu, Sasa Grbic, Bogdan Georgescu, Andreas Maier, Dorin Comaniciu:
Robust Classification from Noisy Labels: Integrating Additional Knowledge for Chest Radiography Abnormality Assessment. CoRR abs/2104.05261 (2021) - 2020
- [c209]Xin Yu, Bin Lou, Bibo Shi, David J. Winkel, Nacim Arrahmane, Mamadou Diallo, Tongbai Meng, Heinrich von Busch, Robert Grimm, Berthold Kiefer, Dorin Comaniciu, Ali Kamen, Henkjan J. Huisman, Andrew Rosenkrantz, Tobias Penzkofer, Ivan Shabunin, Moon Hyung Choi, Qingsong Yang, Dieter Szolar:
False Positive Reduction Using Multiscale Contextual Features for Prostate Cancer Detection in Multi-Parametric MRI Scans. ISBI 2020: 1355-1359 - [c208]Dorin Comaniciu:
Artificial Intelligence for Healthcare. KDD 2020: 3603 - [c207]Sebastian Gündel, Arnaud A. A. Setio, Sasa Grbic, Andreas K. Maier, Dorin Comaniciu:
Extracting and Leveraging Nodule Features with Lung Inpainting for Local Feature Augmentation. MLMI@MICCAI 2020: 504-512 - [c206]Xin Yu, Bin Lou, Donghao Zhang, David J. Winkel, Nacim Arrahmane, Mamadou Diallo, Tongbai Meng, Heinrich von Busch, Robert Grimm, Berthold Kiefer, Dorin Comaniciu, Ali Kamen:
Deep Attentive Panoptic Model for Prostate Cancer Detection Using Biparametric MRI Scans. MICCAI (4) 2020: 594-604 - [i24]Siqi Liu, Arnaud Arindra Adiyoso Setio, Florin C. Ghesu, Eli Gibson, Sasa Grbic, Bogdan Georgescu, Dorin Comaniciu:
No Surprises: Training Robust Lung Nodule Detection for Low-Dose CT Scans by Augmenting with Adversarial Attacks. CoRR abs/2003.03824 (2020) - [i23]Donghao Zhang, Siqi Liu, Shikha Chaganti, Eli Gibson, Zhoubing Xu, Sasa Grbic, Weidong Cai, Dorin Comaniciu:
Graph Attention Network based Pruning for Reconstructing 3D Liver Vessel Morphology from Contrasted CT Images. CoRR abs/2003.07999 (2020) - [i22]Shikha Chaganti, Abishek Balachandran, Guillaume Chabin, Stuart Cohen, Thomas Flohr, Bogdan Georgescu, Philippe Grenier, Sasa Grbic, Siqi Liu, François Mellot, Nicolas Murray, Savvas Nicolaou, William Parker, Thomas J. Re, Pina C. Sanelli, Alexander W. Sauter, Zhoubing Xu, Youngjin Yoo, Valentin Ziebandt, Dorin Comaniciu:
Quantification of Tomographic Patterns associated with COVID-19 from Chest CT. CoRR abs/2004.01279 (2020) - [i21]Siqi Liu, Bogdan Georgescu, Zhoubing Xu, Youngjin Yoo, Guillaume Chabin, Shikha Chaganti, Sasa Grbic, Sebastian Piat, Brian Teixeira, Abishek Balachandran, Vishwanath RS, Thomas J. Re, Dorin Comaniciu:
3D Tomographic Pattern Synthesis for Enhancing the Quantification of COVID-19. CoRR abs/2005.01903 (2020) - [i20]Bogdan Georgescu, Shikha Chaganti, Gorka Bastarrika Aleman, Eduardo Jose Mortani Barbosa Jr., Jordi Broncano Cabrero, Guillaume Chabin, Thomas Flohr, Philippe Grenier, Sasa Grbic, Nakul Gupta, François Mellot, Savvas Nicolaou, Thomas J. Re, Pina C. Sanelli, Alexander W. Sauter, Youngjin Yoo, Valentin Ziebandt, Dorin Comaniciu:
Machine Learning Automatically Detects COVID-19 using Chest CTs in a Large Multicenter Cohort. CoRR abs/2006.04998 (2020) - [i19]Florin C. Ghesu, Bogdan Georgescu, Awais Mansoor, Youngjin Yoo, Eli Gibson, R. S. Vishwanath, Abishek Balachandran, James M. Balter, Yue Cao, Ramandeep Singh, Subba R. Digumarthy, Mannudeep K. Kalra, Sasa Grbic, Dorin Comaniciu:
Quantifying and Leveraging Predictive Uncertainty for Medical Image Assessment. CoRR abs/2007.04258 (2020) - [i18]Sebastian Gündel, Arnaud Arindra Adiyoso Setio, Sasa Grbic, Andreas Maier, Dorin Comaniciu:
Extracting and Leveraging Nodule Features with Lung Inpainting for Local Feature Augmentation. CoRR abs/2008.02030 (2020) - [i17]Eduardo Jose Mortani Barbosa Jr., Warren B. Gefter, Rochelle Yang, Florin C. Ghesu, Siqi Liu, Boris Mailhé, Awais Mansoor, Sasa Grbic, Sebastian Piat, Guillaume Chabin, R. S. Vishwanath, Abishek Balachandran, Sebastian Vogt, Valentin Ziebandt, Steffen Kappler, Dorin Comaniciu:
Automated detection and quantification of COVID-19 airspace disease on chest radiographs: A novel approach achieving radiologist-level performance using a CNN trained on digital reconstructed radiographs (DRRs) from CT-based ground-truth. CoRR abs/2008.06330 (2020)
2010 – 2019
- 2019
- [j48]Saeid Asgari Taghanaki, Yefeng Zheng, Shaohua Kevin Zhou, Bogdan Georgescu, Puneet Sharma, Daguang Xu, Dorin Comaniciu, Ghassan Hamarneh:
Combo loss: Handling input and output imbalance in multi-organ segmentation. Comput. Medical Imaging Graph. 75: 24-33 (2019) - [j47]Florin C. Ghesu, Bogdan Georgescu, Yefeng Zheng, Sasa Grbic, Andreas K. Maier, Joachim Hornegger, Dorin Comaniciu:
Multi-Scale Deep Reinforcement Learning for Real-Time 3D-Landmark Detection in CT Scans. IEEE Trans. Pattern Anal. Mach. Intell. 41(1): 176-189 (2019) - [c205]Jie Yang, Siqi Liu, Sasa Grbic, Arnaud Arindra Adiyoso Setio, Zhoubing Xu, Eli Gibson, Guillaume Chabin, Bogdan Georgescu, Andrew F. Laine, Dorin Comaniciu:
Class-Aware Adversarial Lung Nodule Synthesis In CT Images. ISBI 2019: 1348-1352 - [c204]Saeid Asgari Taghanaki, Aïcha BenTaieb, Anmol Sharma, Shaohua Kevin Zhou, Yefeng Zheng, Bogdan Georgescu, Puneet Sharma, Zhoubing Xu, Dorin Comaniciu, Ghassan Hamarneh:
Select, Attend, and Transfer: Light, Learnable Skip Connections. MLMI@MICCAI 2019: 417-425 - [c203]Florin C. Ghesu, Bogdan Georgescu, Eli Gibson, Sebastian Gündel, Mannudeep K. Kalra, Ramandeep Singh, Subba R. Digumarthy, Sasa Grbic, Dorin Comaniciu:
Quantifying and Leveraging Classification Uncertainty for Chest Radiograph Assessment. MICCAI (6) 2019: 676-684 - [p4]Siqi Liu, Daguang Xu, Shaohua Kevin Zhou, Sasa Grbic, Weidong Cai, Dorin Comaniciu:
Anisotropic Hybrid Network for Cross-Dimension Transferable Feature Learning in 3D Medical Images. Deep Learning and Convolutional Neural Networks for Medical Imaging and Clinical Informatics 2019: 199-216 - [i16]Sebastian Gündel, Florin C. Ghesu, Sasa Grbic, Eli Gibson, Bogdan Georgescu, Andreas K. Maier, Dorin Comaniciu:
Multi-task Learning for Chest X-ray Abnormality Classification on Noisy Labels. CoRR abs/1905.06362 (2019) - [i15]Florin C. Ghesu, Bogdan Georgescu, Eli Gibson, Sebastian Gündel, Mannudeep K. Kalra, Ramandeep Singh, Subba R. Digumarthy, Sasa Grbic, Dorin Comaniciu:
Quantifying and Leveraging Classification Uncertainty for Chest Radiograph Assessment. CoRR abs/1906.07775 (2019) - 2018
- [j46]Florin C. Ghesu, Bogdan Georgescu, Sasa Grbic, Andreas K. Maier, Joachim Hornegger, Dorin Comaniciu:
Towards intelligent robust detection of anatomical structures in incomplete volumetric data. Medical Image Anal. 48: 203-213 (2018) - [c202]Florin C. Ghesu, Bogdan Georgescu, Sasa Grbic, Andreas K. Maier, Joachim Hornegger, Dorin Comaniciu:
Abstract: Robust Multi-Scale Anatomical Landmark Detection in Incomplete 3D-CT Data. Bildverarbeitung für die Medizin 2018: 39 - [c201]Sebastian Gündel, Sasa Grbic, Bogdan Georgescu, Siqi Liu, Andreas Maier, Dorin Comaniciu:
Learning to Recognize Abnormalities in Chest X-Rays with Location-Aware Dense Networks. CIARP 2018: 757-765 - [c200]Brian Teixeira, Vivek K. Singh, Terrence Chen, Kai Ma, Birgi Tamersoy, Yifan Wu, Elena Balashova, Dorin Comaniciu:
Generating Synthetic X-Ray Images of a Person From the Surface Geometry. CVPR 2018: 9059-9067 - [c199]Mayalen Etcheverry, Bogdan Georgescu, Benjamin Odry, Thomas J. Re, Shivam Kaushik, Bernhard Geiger, Mariappan S. Nadar, Sasa Grbic, Dorin Comaniciu:
Nonlinear Adaptively Learned Optimization for Object Localization in 3D Medical Images. DLMIA/ML-CDS@MICCAI 2018: 254-262 - [c198]Siqi Liu, Daguang Xu, Shaohua Kevin Zhou, Olivier Pauly, Sasa Grbic, Thomas Mertelmeier, Julia Wicklein, Anna K. Jerebko, Weidong Cai, Dorin Comaniciu:
3D Anisotropic Hybrid Network: Transferring Convolutional Features from 2D Images to 3D Anisotropic Volumes. MICCAI (2) 2018: 851-858 - [i14]Sebastian Gündel, Sasa Grbic, Bogdan Georgescu, Shaohua Kevin Zhou, Ludwig Ritschl, Andreas Meier, Dorin Comaniciu:
Learning to recognize Abnormalities in Chest X-Rays with Location-Aware Dense Networks. CoRR abs/1803.04565 (2018) - [i13]Saeid Asgari Taghanaki, Aïcha BenTaieb, Anmol Sharma, Shaohua Kevin Zhou, Yefeng Zheng, Bogdan Georgescu, Puneet Sharma, Sasa Grbic, Zhoubing Xu, Dorin Comaniciu, Ghassan Hamarneh:
Select, Attend, and Transfer: Light, Learnable Skip Connections. CoRR abs/1804.05181 (2018) - [i12]Brian Teixeira, Vivek K. Singh, Terrence Chen, Kai Ma, Birgi Tamersoy, Yifan Wu, Elena Balashova, Dorin Comaniciu:
Generating Synthetic X-ray Images of a Person from the Surface Geometry. CoRR abs/1805.00553 (2018) - [i11]Saeid Asgari Taghanaki, Yefeng Zheng, Shaohua Kevin Zhou, Bogdan Georgescu, Puneet Sharma, Daguang Xu, Dorin Comaniciu, Ghassan Hamarneh:
Combo Loss: Handling Input and Output Imbalance in Multi-Organ Segmentation. CoRR abs/1805.02798 (2018) - [i10]Siqi Liu, Eli Gibson, Sasa Grbic, Zhoubing Xu, Arnaud Arindra Adiyoso Setio, Jie Yang, Bogdan Georgescu, Dorin Comaniciu:
Decompose to manipulate: Manipulable Object Synthesis in 3D Medical Images with Structured Image Decomposition. CoRR abs/1812.01737 (2018) - [i9]Jie Yang, Siqi Liu, Sasa Grbic, Arnaud Arindra Adiyoso Setio, Zhoubing Xu, Eli Gibson, Guillaume Chabin, Bogdan Georgescu, Andrew F. Laine, Dorin Comaniciu:
Class-Aware Adversarial Lung Nodule Synthesis in CT Images. CoRR abs/1812.11204 (2018) - 2017
- [j45]Chloé Audigier, Tommaso Mansi, Hervé Delingette, Saikiran Rapaka, Tiziano Passerini, Viorel Mihalef, Marie-Pierre Jolly, Raoul Pop, Michele Diana, Luc Soler, Ali Kamen, Dorin Comaniciu, Nicholas Ayache:
Comprehensive preclinical evaluation of a multi-physics model of liver tumor radiofrequency ablation. Int. J. Comput. Assist. Radiol. Surg. 12(9): 1543-1559 (2017) - [j44]Sasa Grbic, Thomas F. Easley, Tommaso Mansi, Charles H. Bloodworth, Eric L. Pierce, Ingmar Voigt, Dominik Neumann, Julian Krebs, David D. Yuh, Morten O. Jensen, Dorin Comaniciu, Ajit P. Yoganathan:
Personalized mitral valve closure computation and uncertainty analysis from 3D echocardiography. Medical Image Anal. 35: 238-249 (2017) - [j43]Fan Zhang, Jingjing Kanik, Tommaso Mansi, Ingmar Voigt, Puneet Sharma, Razvan Ioan Ionasec, Lakshman Subrahmanyan, Ben A. Lin, Lissa Sugeng, David D. Yuh, Dorin Comaniciu, James S. Duncan:
Towards patient-specific modeling of mitral valve repair: 3D transesophageal echocardiography-derived parameter estimation. Medical Image Anal. 35: 599-609 (2017) - [c197]Rui Liao, Shun Miao, Pierre de Tournemire, Sasa Grbic, Ali Kamen, Tommaso Mansi, Dorin Comaniciu:
An Artificial Agent for Robust Image Registration. AAAI 2017: 4168-4175 - [c196]Dong Yang, Tao Xiong, Daguang Xu, Qiangui Huang, David Liu, Shaohua Kevin Zhou, Zhoubing Xu, Jin Hyeong Park, Mingqing Chen, Trac D. Tran, Sang Peter Chin, Dimitris N. Metaxas, Dorin Comaniciu:
Automatic Vertebra Labeling in Large-Scale 3D CT Using Deep Image-to-Image Network with Message Passing and Sparsity Regularization. IPMI 2017: 633-644 - [c195]Florin C. Ghesu, Bogdan Georgescu, Sasa Grbic, Andreas K. Maier, Joachim Hornegger, Dorin Comaniciu:
Robust Multi-scale Anatomical Landmark Detection in Incomplete 3D-CT Data. MICCAI (1) 2017: 194-202 - [c194]Dong Yang, Tao Xiong, Daguang Xu, Shaohua Kevin Zhou, Zhoubing Xu, Mingqing Chen, Jin Hyeong Park, Sasa Grbic, Trac D. Tran, Sang Peter Chin, Dimitris N. Metaxas, Dorin Comaniciu:
Deep Image-to-Image Recurrent Network with Shape Basis Learning for Automatic Vertebra Labeling in Large-Scale 3D CT Volumes. MICCAI (3) 2017: 498-506 - [c193]Dong Yang, Daguang Xu, Shaohua Kevin Zhou, Bogdan Georgescu, Mingqing Chen, Sasa Grbic, Dimitris N. Metaxas, Dorin Comaniciu:
Automatic Liver Segmentation Using an Adversarial Image-to-Image Network. MICCAI (3) 2017: 507-515 - [c192]Venkatesh N. Murthy, Vivek K. Singh, Shanhui Sun, Subhabrata Bhattacharya, Terrence Chen, Dorin Comaniciu:
Cascaded deep decision networks for classification of endoscopic images. Image Processing 2017: 101332B - [p3]Yefeng Zheng, David Liu, Bogdan Georgescu, Hien Nguyen, Dorin Comaniciu:
Robust Landmark Detection in Volumetric Data with Efficient 3D Deep Learning. Deep Learning and Convolutional Neural Networks for Medical Image Computing 2017: 49-61 - [p2]Yefeng Zheng, David Liu, Bogdan Georgescu, Daguang Xu, Dorin Comaniciu:
Deep Learning Based Automatic Segmentation of Pathological Kidney in CT: Local Versus Global Image Context. Deep Learning and Convolutional Neural Networks for Medical Image Computing 2017: 241-255 - [i8]Assaf Hoogi, John W. Lambert, Yefeng Zheng, Dorin Comaniciu, Daniel L. Rubin:
A Fully-Automated Pipeline for Detection and Segmentation of Liver Lesions and Pathological Lymph Nodes. CoRR abs/1703.06418 (2017) - [i7]Dong Yang, Tao Xiong, Daguang Xu, Qiangui Huang, David Liu, Shaohua Kevin Zhou, Zhoubing Xu, Jin Hyeong Park, Mingqing Chen, Trac D. Tran, Sang Peter Chin, Dimitris N. Metaxas, Dorin Comaniciu:
Automatic Vertebra Labeling in Large-Scale 3D CT using Deep Image-to-Image Network with Message Passing and Sparsity Regularization. CoRR abs/1705.05998 (2017) - [i6]Dong Yang, Daguang Xu, Shaohua Kevin Zhou, Bogdan Georgescu, Mingqing Chen, Sasa Grbic, Dimitris N. Metaxas, Dorin Comaniciu:
Automatic Liver Segmentation Using an Adversarial Image-to-Image Network. CoRR abs/1707.08037 (2017) - [i5]Siqi Liu, Daguang Xu, Shaohua Kevin Zhou, Thomas Mertelmeier, Julia Wicklein, Anna K. Jerebko, Sasa Grbic, Olivier Pauly, Weidong Cai, Dorin Comaniciu:
3D Anisotropic Hybrid Network: Transferring Convolutional Features from 2D Images to 3D Anisotropic Volumes. CoRR abs/1711.08580 (2017) - 2016
- [j42]Dorin Comaniciu, Klaus Engel, Bogdan Georgescu, Tommaso Mansi:
Shaping the future through innovations: From medical imaging to precision medicine. Medical Image Anal. 33: 19-26 (2016) - [j41]Dominik Neumann, Tommaso Mansi, Lucian Mihai Itu, Bogdan Georgescu, Elham Kayvanpour, Farbod Sedaghat-Hamedani, Ali Amr, Jan Haas, Hugo A. Katus, Benjamin Meder, Stefan Steidl, Joachim Hornegger, Dorin Comaniciu:
A self-taught artificial agent for multi-physics computational model personalization. Medical Image Anal. 34: 52-64 (2016) - [j40]Florin C. Ghesu, Edward Krubasik, Bogdan Georgescu, Vivek K. Singh, Yefeng Zheng, Joachim Hornegger, Dorin Comaniciu:
Marginal Space Deep Learning: Efficient Architecture for Volumetric Image Parsing. IEEE Trans. Medical Imaging 35(5): 1217-1228 (2016) - [c191]Venkatesh N. Murthy, Vivek K. Singh, Terrence Chen, R. Manmatha, Dorin Comaniciu:
Deep Decision Network for Multi-class Image Classification. CVPR 2016: 2240-2248 - [c190]Florin C. Ghesu, Bogdan Georgescu, Tommaso Mansi, Dominik Neumann, Joachim Hornegger, Dorin Comaniciu:
An Artificial Agent for Anatomical Landmark Detection in Medical Images. MICCAI (3) 2016: 229-237 - [i4]Dominik Neumann, Tommaso Mansi, Lucian Mihai Itu, Bogdan Georgescu, Elham Kayvanpour, Farbod Sedaghat-Hamedani, Ali Amr, Jan Haas, Hugo A. Katus, Benjamin Meder, Stefan Steidl, Joachim Hornegger, Dorin Comaniciu:
A Self-Taught Artificial Agent for Multi-Physics Computational Model Personalization. CoRR abs/1605.00303 (2016) - [i3]Dorin Comaniciu, Klaus Engel, Bogdan Georgescu, Tommaso Mansi:
Shaping the Future through Innovations: From Medical Imaging to Precision Medicine. CoRR abs/1605.02029 (2016) - [i2]Rui Liao, Shun Miao, Pierre de Tournemire, Sasa Grbic, Ali Kamen, Tommaso Mansi, Dorin Comaniciu:
An Artificial Agent for Robust Image Registration. CoRR abs/1611.10336 (2016) - 2015
- [j39]Lucian Mihai Itu, Puneet Sharma, Tiziano Passerini, Ali Kamen, Constantin Suciu, Dorin Comaniciu:
A parameter estimation framework for patient-specific hemodynamic computations. J. Comput. Phys. 281: 316-333 (2015) - [j38]Lei Zhang, Wen Wu, Terrence Chen, Norbert Strobel, Dorin Comaniciu:
Robust object tracking using semi-supervised appearance dictionary learning. Pattern Recognit. Lett. 62: 17-23 (2015) - [j37]Chloé Audigier, Tommaso Mansi, Herve Delingette, Saikiran Rapaka, Viorel Mihalef, Daniel Carnegie, Emad Boctor, Michael A. Choti, Ali Kamen, Nicholas Ayache, Dorin Comaniciu:
Efficient Lattice Boltzmann Solver for Patient-Specific Radiofrequency Ablation of Hepatic Tumors. IEEE Trans. Medical Imaging 34(7): 1576-1589 (2015) - [c189]Roch Molléro, Dominik Neumann, Marc-Michel Rohé, Manasi Datar, Hervé Lombaert, Nicholas Ayache, Dorin Comaniciu, Olivier Ecabert, Marcello Chinali, Gabriele Rinelli, Xavier Pennec, Maxime Sermesant, Tommaso Mansi:
Propagation of Myocardial Fibre Architecture Uncertainty on Electromechanical Model Parameter Estimation: A Case Study. FIMH 2015: 448-456 - [c188]Huanhuan Yang, Tiziano Passerini, Tommaso Mansi, Dorin Comaniciu:
Data-Driven Model Reduction for Fast, High Fidelity Atrial Electrophysiology Computations. FIMH 2015: 466-474 - [c187]Ingmar Voigt, Mihai Scutaru, Tommaso Mansi, Bogdan Georgescu, Noha El-Zehiry, Helene Houle, Dorin Comaniciu:
Robust Live Tracking of Mitral Valve Annulus for Minimally-Invasive Intervention Guidance. MICCAI (1) 2015: 439-446 - [c186]Dominik Neumann, Tommaso Mansi, Lucian Mihai Itu, Bogdan Georgescu, Elham Kayvanpour, Farbod Sedaghat-Hamedani, Jan Haas, Hugo A. Katus, Benjamin Meder, Stefan Steidl, Joachim Hornegger, Dorin Comaniciu:
Vito - A Generic Agent for Multi-physics Model Personalization: Application to Heart Modeling. MICCAI (2) 2015: 442-449 - [c185]Yefeng Zheng, David Liu, Bogdan Georgescu, Hien Nguyen, Dorin Comaniciu:
3D Deep Learning for Efficient and Robust Landmark Detection in Volumetric Data. MICCAI (1) 2015: 565-572 - [c184]Florin C. Ghesu, Bogdan Georgescu, Yefeng Zheng, Joachim Hornegger, Dorin Comaniciu:
Marginal Space Deep Learning: Efficient Architecture for Detection in Volumetric Image Data. MICCAI (1) 2015: 710-718 - 2014
- [b1]Yefeng Zheng, Dorin Comaniciu:
Marginal Space Learning for Medical Image Analysis - Efficient Detection and Segmentation of Anatomical Structures. Springer 2014, ISBN 978-1-4939-0599-7, pp. 1-261 - [j36]Oliver Zettinig, Tommaso Mansi, Dominik Neumann, Bogdan Georgescu, Saikiran Rapaka, Philipp Seegerer, Elham Kayvanpour, Farbod Sedaghat-Hamedani, Ali Amr, Jan Haas, Henning Steen, Hugo A. Katus, Benjamin Meder, Nassir Navab, Ali Kamen, Dorin Comaniciu:
Data-driven estimation of cardiac electrical diffusivity from 12-lead ECG signals. Medical Image Anal. 18(8): 1361-1376 (2014) - [j35]Yefeng Zheng, Dong Yang, Matthias John, Dorin Comaniciu:
Multi-Part Modeling and Segmentation of Left Atrium in C-Arm CT for Image-Guided Ablation of Atrial Fibrillation. IEEE Trans. Medical Imaging 33(2): 318-331 (2014) - [j34]Michal Sofka, Jingdan Zhang, Sara Good, Shaohua Kevin Zhou, Dorin Comaniciu:
Automatic Detection and Measurement of Structures in Fetal Head Ultrasound Volumes Using Sequential Estimation and Integrated Detection Network (IDN). IEEE Trans. Medical Imaging 33(5): 1054-1070 (2014) - [c183]Lucian Mihai Itu, Puneet Sharma, Bogdan Georgescu, Ali Kamen, Constantin Suciu, Dorin Comaniciu:
Model based non-invasive estimation of PV loop from echocardiography. EMBC 2014: 6774-6777 - [c182]Dominik Neumann, Tommaso Mansi, Sasa Grbic, Ingmar Voigt, Bogdan Georgescu, Elham Kayvanpour, Ali Amr, Farbod Sedaghat-Hamedani, Jan Haas, Hugo A. Katus, Benjamin Meder, Joachim Hornegger, Ali Kamen, Dorin Comaniciu:
Automatic image-to-model framework for patient-specific electromechanical modeling of the heart. ISBI 2014: 935-938 - [c181]Chloé Audigier, Tommaso Mansi, Hervé Delingette, Saikiran Rapaka, Viorel Mihalef, Daniel Carnegie, Emad Boctor, Michael A. Choti, Ali Kamen, Dorin Comaniciu, Nicholas Ayache:
Parameter Estimation for Personalization of Liver Tumor Radiofrequency Ablation. ABDI@MICCAI 2014: 3-12 - [c180]Dominik Neumann, Tommaso Mansi, Bogdan Georgescu, Ali Kamen, Elham Kayvanpour, Ali Amr, Farbod Sedaghat-Hamedani, Jan Haas, Hugo A. Katus, Benjamin Meder, Joachim Hornegger, Dorin Comaniciu:
Robust Image-Based Estimation of Cardiac Tissue Parameters and Their Uncertainty from Noisy Data. MICCAI (2) 2014: 9-16 - [c179]Philipp Seegerer, Tommaso Mansi, Marie-Pierre Jolly, Dominik Neumann, Bogdan Georgescu, Ali Kamen, Elham Kayvanpour, Ali Amr, Farbod Sedaghat-Hamedani, Jan Haas, Hugo A. Katus, Benjamin Meder, Dorin Comaniciu:
Estimation of Regional Electrical Properties of the Heart from 12-Lead ECG and Images. STACOM 2014: 204-212 - [c178]Sasa Grbic, Thomas F. Easley, Tommaso Mansi, Charles H. Bloodworth, Eric L. Pierce, Ingmar Voigt, Dominik Neumann, Julian Krebs, David D. Yuh, Morten O. Jensen, Dorin Comaniciu, Ajit P. Yoganathan:
Multi-modal Validation Framework of Mitral Valve Geometry and Functional Computational Models. STACOM 2014: 239-248 - [c177]Mihai Scutaru, Ingmar Voigt, Tommaso Mansi, Anand Tatpati, Razvan Ioan Ionasec, Helene Houle, Dorin Comaniciu:
Robust Detection of Mitral Papillary Muscle from 4D Transesophageal Echocardiography. STACOM 2014: 249-256 - [c176]Neil Birkbeck, Timo Kohlberger, Jingdan Zhang, Michal Sofka, Jens N. Kaftan, Dorin Comaniciu, Shaohua Kevin Zhou:
Lung Segmentation from CT with Severe Pathologies Using Anatomical Constraints. MICCAI (1) 2014: 804-811 - 2013
- [j33]Johannes Feulner, Shaohua Kevin Zhou, Matthias Hammon, Joachim Hornegger, Dorin Comaniciu:
Lymph node detection and segmentation in chest CT data using discriminative learning and a spatial prior. Medical Image Anal. 17(2): 254-270 (2013) - [j32]B. Michael Kelm, Michael Wels, Shaohua Kevin Zhou, Sascha Seifert, Michael Sühling, Yefeng Zheng, Dorin Comaniciu:
Spine detection in CT and MR using iterated marginal space learning. Medical Image Anal. 17(8): 1283-1292 (2013) - [j31]Peng Wang, Olivier Ecabert, Terrence Chen, Michael Wels, Johannes Rieber, Martin Ostermeier, Dorin Comaniciu:
Image-based Co-Registration of Angiography and Intravascular Ultrasound Images. IEEE Trans. Medical Imaging 32(12): 2238-2249 (2013) - [c175]Lucian Mihai Itu, Puneet Sharma, Ali Kamen, Constantin Suciu, Dorin Comaniciu:
A novel coupling algorithm for computing blood flow in viscoelastic arterial models. EMBC 2013: 727-730 - [c174]Tommaso Mansi, Bogdan Georgescu, Jagir Hussan, Peter J. Hunter, Ali Kamen, Dorin Comaniciu:
Data-Driven Reduction of a Cardiac Myofilament Model. FIMH 2013: 232-240 - [c173]Oliver Zettinig, Tommaso Mansi, Bogdan Georgescu, Saikiran Rapaka, Ali Kamen, Jan Haas, Karen S. Frese, Farbod Sedaghat-Hamedani, Elham Kayvanpour, Ali Amr, Stefan Hardt, Derliz Mereles, Henning Steen, Andreas Keller, Hugo A. Katus, Benjamin Meder, Nassir Navab, Dorin Comaniciu:
From Medical Images to Fast Computational Models of Heart Electromechanics: An Integrated Framework towards Clinical Use. FIMH 2013: 249-258 - [c172]Jingjing Kanik, Tommaso Mansi, Ingmar Voigt, Puneet Sharma, Razvan Ioan Ionasec, Dorin Comaniciu, James S. Duncan:
Estimation of patient-specific material properties of the mitral valve using 4D Transesophageal Echocardiography. ISBI 2013: 1178-1181 - [c171]Sasa Grbic, Razvan Ioan Ionasec, Tommaso Mansi, Bogdan Georgescu, Fernando Vega Higuera, Nassir Navab, Dorin Comaniciu:
Advanced intervention planning for Transcatheter Aortic Valve Implantations (TAVI) from CT using volumetric models. ISBI 2013: 1424-1427 - [c170]Oliver Zettinig, Tommaso Mansi, Bogdan Georgescu, Elham Kayvanpour, Farbod Sedaghat-Hamedani, Ali Amr, Jan Haas, Henning Steen, Benjamin Meder, Hugo A. Katus, Nassir Navab, Ali Kamen, Dorin Comaniciu:
Fast Data-Driven Calibration of a Cardiac Electrophysiology Model from Images and ECG. MICCAI (1) 2013: 1-8 - [c169]Jingjing Kanik, Tommaso Mansi, Ingmar Voigt, Puneet Sharma, Razvan Ioan Ionasec, Dorin Comaniciu, James S. Duncan:
Automatic Personalization of the Mitral Valve Biomechanical Model Based on 4D Transesophageal Echocardiography. STACOM 2013: 162-170 - [c168]Viorel Mihalef, Saikiran Rapaka, Mehmet A. Gülsün, Angelo Scorza, Puneet Sharma, Lucian Mihai Itu, Ali Kamen, Alex Barker, Michael Markl, Dorin Comaniciu:
Model-Based Estimation of 4D Relative Pressure Map from 4D Flow MR Images. STACOM 2013: 236-243 - [c167]Tommaso Mansi, Roy Beinart, Oliver Zettinig, Saikiran Rapaka, Bogdan Georgescu, Ali Kamen, Yoav Dori, M. Muz Zviman, Daniel A. Herzka, Henry R. Halperin, Dorin Comaniciu:
A Framework for the Pre-clinical Validation of LBM-EP for the Planning and Guidance of Ventricular Tachycardia Ablation. STACOM 2013: 253-261 - [c166]Chloé Audigier, Tommaso Mansi, Hervé Delingette, Saikiran Rapaka, Viorel Mihalef, Puneet Sharma, Daniel Carnegie, Emad Boctor, Michael A. Choti, Ali Kamen, Dorin Comaniciu, Nicholas Ayache:
Lattice Boltzmann Method for Fast Patient-Specific Simulation of Liver Tumor Ablation from CT Images. MICCAI (3) 2013: 323-330 - [c165]Sasa Grbic, Tommaso Mansi, Razvan Ioan Ionasec, Ingmar Voigt, Helene Houle, Matthias John, Max Schoebinger, Nassir Navab, Dorin Comaniciu:
Image-Based Computational Models for TAVI Planning: From CT Images to Implant Deployment. MICCAI (2) 2013: 395-402 - 2012
- [j30]Sasa Grbic, Razvan Ioan Ionasec, Dime Vitanovski, Ingmar Voigt, Yang Wang, Bogdan Georgescu, Nassir Navab, Dorin Comaniciu:
Complete valvular heart apparatus model from 4D cardiac CT. Medical Image Anal. 16(5): 1003-1014 (2012) - [j29]Tommaso Mansi, Ingmar Voigt, Bogdan Georgescu, Xudong Zheng, Etienne Assoumou Mengue, Michael Hackl, Razvan Ioan Ionasec, Thilo Noack, Joerg Seeburger, Dorin Comaniciu:
An integrated framework for finite-element modeling of mitral valve biomechanics from medical images: Application to MitralClip intervention planning. Medical Image Anal. 16(7): 1330-1346 (2012) - [j28]Adrian Barbu, Michael Sühling, Xun Xu, David Liu, Shaohua Kevin Zhou, Dorin Comaniciu:
Automatic Detection and Segmentation of Lymph Nodes From CT Data. IEEE Trans. Medical Imaging 31(2): 240-250 (2012) - [j27]Yefeng Zheng, Matthias John, Rui Liao, Alois Nöttling, Jan M. Boese, Jörg Kempfert, Thomas Walther, Gernot Brockmann, Dorin Comaniciu:
Automatic Aorta Segmentation and Valve Landmark Detection in C-Arm CT for Transcatheter Aortic Valve Implantation. IEEE Trans. Medical Imaging 31(12): 2307-2321 (2012) - [c164]Yu Wang, Terrence Chen, Peng Wang, Christopher Rohkohl, Dorin Comaniciu:
Automatic Localization of Balloon Markers and Guidewire in Rotational Fluoroscopy with Application to 3D Stent Reconstruction. ECCV (6) 2012: 428-441 - [c163]Puneet Sharma, Lucian Mihai Itu, Xudong Zheng, Ali Kamen, Dominik Bernhardt, Constantin Suciu, Dorin Comaniciu:
A framework for personalization of coronary flow computations during rest and hyperemia. EMBC 2012: 6665-6668 - [c162]Mingqing Chen, Yefeng Zheng, Kerstin Müller, Christopher Rohkohl, Guenter Lauritsch, Jan M. Boese, Dorin Comaniciu:
Enhancement of organ of interest via background subtraction in cone beam rotational angiocardiogram. ISBI 2012: 622-625 - [c161]Dime Vitanovski, Kristof Ralovich, Razvan Ioan Ionasec, Yefeng Zheng, Michael Sühling, Waldemar Krawtschuk, Joachim Hornegger, Dorin Comaniciu:
Personalized learning-based segmentation of thoracic aorta and main branches for diagnosis and treatment planning. ISBI 2012: 836-839 - [c160]Wen Wu, Terrence Chen, Norbert Strobel, Dorin Comaniciu:
Fast tracking of catheters in 2D fluoroscopic images using an integrated CPU-GPU framework. ISBI 2012: 1184-1187 - [c159]Yefeng Zheng, Matthias John, Jan M. Boese, Dorin Comaniciu:
Precise segmentation of the left atrium in C-arm CT volumes with applications to atrial fibrillation ablation. ISBI 2012: 1421-1424 - [c158]Tommaso Mansi, Viorel Mihalef, Puneet Sharma, Bogdan Georgescu, Xudong Zheng, Saikiran Rapaka, Ali Kamen, Derliz Mereles, Henning Steen, Benjamin Meder, Hugo A. Katus, Dorin Comaniciu:
Data-driven computational models of heart anatomy, mechanics and hemodynamics: An integrated framework. ISBI 2012: 1434 - [c157]Michael Wels, B. Michael Kelm, Alexey Tsymbal, Matthias Hammon, Grzegorz Soza, Michael Sühling, Alexander Cavallaro, Dorin Comaniciu:
Multi-stage osteolytic spinal bone lesion detection from CT data with internal sensitivity control. Computer-Aided Diagnosis 2012: 831513 - [c156]Peng Wang, Yefeng Zheng, Matthias John, Dorin Comaniciu:
Catheter Tracking via Online Learning for Dynamic Motion Compensation in Transcatheter Aortic Valve Implantation. MICCAI (2) 2012: 17-24 - [c155]Yang Wang, Dime Vitanovski, Bogdan Georgescu, Razvan Ioan Ionasec, Ingmar Voigt, Saurabh Datta, Christiane Gruner, Bernhard Herzog, Patric Biaggi, Gareth Funka-Lea, Dorin Comaniciu:
Automatic Detection and Quantification of Mitral Regurgitation on TTE with Application to Assist Mitral Clip Planning and Evaluation. CLIP 2012: 33-41 - [c154]Saikiran Rapaka, Tommaso Mansi, Bogdan Georgescu, Mihaela Pop, Graham A. Wright, Ali Kamen, Dorin Comaniciu:
LBM-EP: Lattice-Boltzmann Method for Fast Cardiac Electrophysiology Simulation from 3D Images. MICCAI (2) 2012: 33-40 - [c153]Terrence Chen, Yu Wang, Peter Durlak, Dorin Comaniciu:
Real Time Assistance for Stent Positioning and Assessment by Self-initialized Tracking. MICCAI (1) 2012: 405-413 - [c152]Michael Wels, B. Michael Kelm, Matthias Hammon, Anna K. Jerebko, Michael Sühling, Dorin Comaniciu:
Data-Driven Breast Decompression and Lesion Mapping from Digital Breast Tomosynthesis. MICCAI (1) 2012: 438-446 - [c151]Kristof Ralovich, Lucian Mihai Itu, Viorel Mihalef, Puneet Sharma, Razvan Ioan Ionasec, Dime Vitanovski, Waldemar Krawtschuk, Allen Everett, Richard Ringel, Nassir Navab, Dorin Comaniciu:
Hemodynamic Assessment of Pre- and Post-operative Aortic Coarctation from MRI. MICCAI (2) 2012: 486-493 - [c150]Peter Mountney, Razvan Ioan Ionasec, Markus Kaiser, Sina Mamaghani, Wen Wu, Terrence Chen, Matthias John, Jan M. Boese, Dorin Comaniciu:
Ultrasound and Fluoroscopic Images Fusion by Autonomous Ultrasound Probe Detection. MICCAI (2) 2012: 544-551 - [c149]Bernhard Fuerst, Tommaso Mansi, Jianwen Zhang, Parmeshwar Khurd, Jérôme Declerck, Thomas Boettger, Nassir Navab, John E. Bayouth, Dorin Comaniciu, Ali Kamen:
A Personalized Biomechanical Model for Respiratory Motion Prediction. MICCAI (3) 2012: 566-573 - [c148]Stratis Tzoumas, Peng Wang, Yefeng Zheng, Matthias John, Dorin Comaniciu:
Robust pigtail catheter tip detection in fluoroscopy. Image-Guided Procedures 2012: 83160M - [c147]Wen Wu, Terrence Chen, Norbert Strobel, Dorin Comaniciu:
Robust tracking of a virtual electrode on a coronary sinus catheter for atrial fibrillation ablation procedures. Image-Guided Procedures 2012: 83162U - 2011
- [j26]Johannes Feulner, Shaohua Kevin Zhou, Elli Angelopoulou, Sascha Seifert, Alexander Cavallaro, Joachim Hornegger, Dorin Comaniciu:
Comparing axial CT slices in quantized N-dimensional SURF descriptor space to estimate the visible body region. Comput. Medical Imaging Graph. 35(3): 227-236 (2011) - [j25]Johannes Feulner, Shaohua Kevin Zhou, Matthias Hammon, Sascha Seifert, Martin Huber, Dorin Comaniciu, Joachim Hornegger, Alexander Cavallaro:
A Probabilistic Model for Automatic Segmentation of the Esophagus in 3-D CT Scans. IEEE Trans. Medical Imaging 30(6): 1252-1264 (2011) - [j24]Lin Yang, Bogdan Georgescu, Yefeng Zheng, Yang Wang, Peter Meer, Dorin Comaniciu:
Prediction Based Collaborative Trackers (PCT): A Robust and Accurate Approach Toward 3D Medical Object Tracking. IEEE Trans. Medical Imaging 30(11): 1921-1932 (2011) - [c146]Wen Wu, Terrence Chen, Peng Wang, Shaohua Kevin Zhou, Dorin Comaniciu, Adrian Barbu, Norbert Strobel:
Learning-based hypothesis fusion for robust catheter tracking in 2D X-ray fluoroscopy. CVPR 2011: 1097-1104 - [c145]Xiaoguang Lu, Terrence Chen, Dorin Comaniciu:
Robust discriminative wire structure modeling with application to stent enhancement in fluoroscopy. CVPR 2011: 1121-1127 - [c144]Xiaoguang Lu, Yang Wang, Bogdan Georgescu, Arne Littmann, Dorin Comaniciu:
Automatic Delineation of Left and Right Ventricles in Cardiac MRI Sequences Using a Joint Ventricular Model. FIMH 2011: 250-258 - [c143]Ingmar Voigt, Tommaso Mansi, Viorel Mihalef, Razvan Ioan Ionasec, Anna Calleja, Etienne Assoumou Mengue, Puneet Sharma, Helene Houle, Bogdan Georgescu, Joachim Hornegger, Dorin Comaniciu:
Patient-Specific Model of Left Heart Anatomy, Dynamics and Hemodynamics from 4D TEE: A First Validation Study. FIMH 2011: 341-349 - [c142]Martin Koch, Alexander G. Schwing, Dorin Comaniciu, Marc Pollefeys:
Fully automatic segmentation of wrist bones for arthritis patients. ISBI 2011: 636-640 - [c141]Yang Wang, Bogdan Georgescu, Saurabh Datta, Shizhen Liu, Mani A. Vannan, Dorin Comaniciu:
Automatic cardiac flow quantification on 3D volume color Doppler data. ISBI 2011: 1688-1691 - [c140]María Jimena Costa, Alexey Tsymbal, William Nguatem, Michael Sühling, Shaohua Kevin Zhou, Dorin Comaniciu:
A method for mass candidate detection and an application to liver lesion detection. Computer-Aided Diagnosis 2011: 79630R - [c139]B. Michael Kelm, Sushil Mittal, Yefeng Zheng, Alexey Tsymbal, Dominik Bernhardt, Fernando Vega Higuera, Shaohua Kevin Zhou, Peter Meer, Dorin Comaniciu:
Detection, Grading and Classification of Coronary Stenoses in Computed Tomography Angiography. MICCAI (3) 2011: 25-32 - [c138]Johannes Feulner, Shaohua Kevin Zhou, Matthias Hammon, Joachim Hornegger, Dorin Comaniciu:
Segmentation Based Features for Lymph Node Detection from 3-D Chest CT. MLMI 2011: 91-99 - [c137]María Jimena Costa, Alexey Tsymbal, Matthias Hammon, Alexander Cavallaro, Michael Sühling, Sascha Seifert, Dorin Comaniciu:
A Discriminative Distance Learning-Based CBIR Framework for Characterization of Indeterminate Liver Lesions. MCBR-CDS 2011: 92-104 - [c136]Peng Wang, Terrence Chen, Olivier Ecabert, Simone Prummer, Martin Ostermeier, Dorin Comaniciu:
Image-Based Device Tracking for the Co-registration of Angiography and Intravascular Ultrasound Images. MICCAI (1) 2011: 161-168 - [c135]Sasa Grbic, Razvan Ioan Ionasec, Yang Wang, Tommaso Mansi, Bogdan Georgescu, Matthias John, Jan M. Boese, Yefeng Zheng, Nassir Navab, Dorin Comaniciu:
Model-Based Fusion of Multi-modal Volumetric Images: Application to Transcatheter Valve Procedures. MICCAI (1) 2011: 219-226 - [c134]Terrence Chen, Gareth Funka-Lea, Dorin Comaniciu:
Robust and Fast Contrast Inflow Detection for 2D X-ray Fluoroscopy. MICCAI (1) 2011: 243-250 - [c133]Dime Vitanovski, Alexey Tsymbal, Razvan Ioan Ionasec, Michaela Schmidt, Andreas Greiser, Edgar Mueller, Xiaoguang Lu, Gareth Funka-Lea, Joachim Hornegger, Dorin Comaniciu:
Accurate Regression-Based 4D Mitral Valve Surface Reconstruction from 2D+t MRI Slices. MLMI 2011: 282-290 - [c132]Yefeng Zheng, Hüseyin Tek, Gareth Funka-Lea, Shaohua Kevin Zhou, Fernando Vega Higuera, Dorin Comaniciu:
Efficient Detection of Native and Bypass Coronary Ostia in Cardiac CT Volumes: Anatomical vs. Pathological Structures. MICCAI (3) 2011: 403-410 - [c131]Tommaso Mansi, Ingmar Voigt, Etienne Assoumou Mengue, Razvan Ioan Ionasec, Bogdan Georgescu, Thilo Noack, Joerg Seeburger, Dorin Comaniciu:
Towards Patient-Specific Finite-Element Simulation of MitralClip Procedure. MICCAI (1) 2011: 452-459 - [c130]Mingqing Chen, Yefeng Zheng, Kerstin Müller, Christopher Rohkohl, Guenter Lauritsch, Jan M. Boese, Gareth Funka-Lea, Joachim Hornegger, Dorin Comaniciu:
Automatic Extraction of 3D Dynamic Left Ventricle Model from 2D Rotational Angiocardiogram. MICCAI (3) 2011: 471-478 - [c129]Xiaoguang Lu, Marie-Pierre Jolly, Bogdan Georgescu, Carmel Hayes, Peter Speier, Michaela Schmidt, Xiaoming Bi, Randall Kroeker, Dorin Comaniciu, Peter Kellman, Edgar Mueller, Jens Guehring:
Automatic View Planning for Cardiac MRI Acquisition. MICCAI (3) 2011: 479-486 - [c128]Yefeng Zheng, Tianzhou Wang, Matthias John, Shaohua Kevin Zhou, Jan M. Boese, Dorin Comaniciu:
Multi-part Left Atrium Modeling and Segmentation in C-Arm CT Volumes for Atrial Fibrillation Ablation. MICCAI (3) 2011: 487-495 - [c127]Ingmar Voigt, Tommaso Mansi, Razvan Ioan Ionasec, Etienne Assoumou Mengue, Helene Houle, Bogdan Georgescu, Joachim Hornegger, Dorin Comaniciu:
Robust Physically-Constrained Modeling of the Mitral Valve and Subvalvular Apparatus. MICCAI (3) 2011: 504-511 - [c126]Dime Vitanovski, Alexey Tsymbal, Razvan Ioan Ionasec, Bogdan Georgescu, Shaohua Kevin Zhou, Joachim Hornegger, Dorin Comaniciu:
Learning distance function for regression-based 4D pulmonary trunk model reconstruction estimated from sparse MRI data. Image-Guided Procedures 2011: 79640L - [c125]Yefeng Zheng, Maciej Loziczonek, Bogdan Georgescu, Shaohua Kevin Zhou, Fernando Vega Higuera, Dorin Comaniciu:
Machine learning based vesselness measurement for coronary artery segmentation in cardiac CT volumes. Image Processing 2011: 79621K - 2010
- [j23]Razvan Ioan Ionasec, Ingmar Voigt, Bogdan Georgescu, Yang Wang, Helene Houle, Fernando Vega Higuera, Nassir Navab, Dorin Comaniciu:
Patient-Specific Modeling and Quantification of the Aortic and Mitral Valves From 4-D Cardiac CT and TEE. IEEE Trans. Medical Imaging 29(9): 1636-1651 (2010) - [c124]Michal Sofka, Jingdan Zhang, Shaohua Kevin Zhou, Dorin Comaniciu:
Multiple object detection by sequential monte carlo and Hierarchical Detection Network. CVPR 2010: 1735-1742 - [c123]David Liu, Shaohua Kevin Zhou, Dominik Bernhardt, Dorin Comaniciu:
Search strategies for multiple landmark detection by submodular maximization. CVPR 2010: 2831-2838 - [c122]Johannes Feulner, Shaohua Kevin Zhou, Martin Huber, Joachim Hornegger, Dorin Comaniciu, Alexander Cavallaro:
Lymph node detection in 3-D chest CT using a spatial prior probability. CVPR 2010: 2926-2932 - [c121]Jingdan Zhang, Shaohua Kevin Zhou, Shelby Brunke, Carol Lowery, Dorin Comaniciu:
Detection and retrieval of cysts in joint ultrasound B-mode and elasticity breast images. ISBI 2010: 173-176 - [c120]Dorin Comaniciu:
Robust ultrasound image analysis using learning. ISBI 2010: 280 - [c119]Viorel Mihalef, Razvan Ioan Ionasec, Yang Wang, Yefeng Zheng, Bogdan Georgescu, Dorin Comaniciu:
Patient-specific modeling of left heart anatomy, dynamics and hemodynamics from high resolution 4D CT. ISBI 2010: 504-507 - [c118]Peng Wang, Marcus Pfister, Terrence Chen, Dorin Comaniciu:
Using needle detection and tracking for motion compensation in abdominal interventions. ISBI 2010: 612-615 - [c117]Yang Wang, Bogdan Georgescu, Dorin Comaniciu, Helene Houle:
Learning-based 3D myocardial motion flow estimation using high frame rate volumetric ultrasound data. ISBI 2010: 1097-1100 - [c116]Ingmar Voigt, Razvan Ioan Ionasec, Bogdan Georgescu, Jan M. Boese, Gernot Brockmann, Joachim Hornegger, Dorin Comaniciu:
Computational Decision Support for Percutaneous Aortic Valve Implantation. MIAR 2010: 247-256 - [c115]Jingdan Zhang, Shaohua Kevin Zhou, Shelby Brunke, Carol Lowery, Dorin Comaniciu:
Database-guided breast tumor detection and segmentation in 2D ultrasound images. Computer-Aided Diagnosis 2010: 762405 - [c114]Sushil Mittal, Yefeng Zheng, Bogdan Georgescu, Fernando Vega Higuera, Shaohua Kevin Zhou, Peter Meer, Dorin Comaniciu:
Fast Automatic Detection of Calcified Coronary Lesions in 3D Cardiac CT Images. MLMI 2010: 1-9 - [c113]Adrian Barbu, Michael Sühling, Xun Xu, David Liu, Shaohua Kevin Zhou, Dorin Comaniciu:
Automatic Detection and Segmentation of Axillary Lymph Nodes. MICCAI (1) 2010: 28-36 - [c112]Yefeng Zheng, Fernando Vega Higuera, Shaohua Kevin Zhou, Dorin Comaniciu:
Fast and Automatic Heart Isolation in 3D CT Volumes: Optimal Shape Initialization. MLMI 2010: 84-91 - [c111]Johannes Feulner, Shaohua Kevin Zhou, Martin Huber, Alexander Cavallaro, Joachim Hornegger, Dorin Comaniciu:
Model-Based Esophagus Segmentation from CT Scans Using a Spatial Probability Map. MICCAI (1) 2010: 95-102 - [c110]B. Michael Kelm, Shaohua Kevin Zhou, Michael Sühling, Yefeng Zheng, Michael Wels, Dorin Comaniciu:
Detection of 3D Spinal Geometry Using Iterated Marginal Space Learning. MCV 2010: 96-105 - [c109]Yang Wang, Bogdan Georgescu, Helene Houle, Dorin Comaniciu:
Volumetric Myocardial Mechanics from 3D+t Ultrasound Data with Multi-model Tracking. STACOM/CESC 2010: 184-193 - [c108]Sasa Grbic, Razvan Ioan Ionasec, Dime Vitanovski, Ingmar Voigt, Yang Wang, Bogdan Georgescu, Nassir Navab, Dorin Comaniciu:
Complete Valvular Heart Apparatus Model from 4D Cardiac CT. MICCAI (1) 2010: 218-226 - [c107]Peng Wang, Wei-shing Liao, Terrence Chen, Shaohua Kevin Zhou, Dorin Comaniciu:
Graph Based Interactive Detection of Curve Structures in 2D Fluoroscopy. MICCAI (3) 2010: 269-277 - [c106]Xiaoguang Lu, Bogdan Georgescu, Marie-Pierre Jolly, Jens Guehring, Alistair A. Young, Brett R. Cowan, Arne Littmann, Dorin Comaniciu:
Cardiac Anchoring in MRI through Context Modeling. MICCAI (1) 2010: 383-390 - [c105]Dime Vitanovski, Alexey Tsymbal, Razvan Ioan Ionasec, Bogdan Georgescu, Martin Huber, Andrew Mayall Taylor, Silvia Schievano, Shaohua Kevin Zhou, Joachim Hornegger, Dorin Comaniciu:
Cross-Modality Assessment and Planning for Pulmonary Trunk Treatment Using CT and MRI Imaging. MICCAI (1) 2010: 460-467 - [c104]Sasa Grbic, Razvan Ioan Ionasec, Dominik Zäuner, Yefeng Zheng, Bogdan Georgescu, Dorin Comaniciu:
Aortic valve and ascending aortic root modeling from 3D and 3D+t CT. Image-Guided Procedures 2010: 76250H - [c103]Ingmar Voigt, Dime Vitanovski, Razvan Ioan Ionasec, Alexey Tsymbal, Bogdan Georgescu, Shaohua Kevin Zhou, Martin Huber, Nassir Navab, Joachim Hornegger, Dorin Comaniciu:
Learning discriminative distance functions for valve retrieval and improved decision support in valvular heart disease. Image Processing 2010: 762314
2000 – 2009
- 2009
- [j22]Bohyung Han, Ying Zhu, Dorin Comaniciu, Larry S. Davis:
Visual Tracking by Continuous Density Propagation in Sequential Bayesian Filtering Framework. IEEE Trans. Pattern Anal. Mach. Intell. 31(5): 919-930 (2009) - [c102]Yefeng Zheng, Bogdan Georgescu, Haibin Ling, Shaohua Kevin Zhou, Michael Scheuering, Dorin Comaniciu:
Constrained marginal space learning for efficient 3D anatomical structure detection in medical images. CVPR 2009: 194-201 - [c101]Peng Wang, Terrence Chen, Ying Zhu, Wei Zhang, Shaohua Kevin Zhou, Dorin Comaniciu:
Robust guidewire tracking in fluoroscopy. CVPR 2009: 691-698 - [c100]Yefeng Zheng, Xiaoguang Lu, Bogdan Georgescu, Arne Littmann, Edgar Mueller, Dorin Comaniciu:
Robust object detection using marginal space learning and ranking-based multi-detector aggregation: Application to left ventricle detection in 2D MRI images. CVPR 2009: 1343-1350 - [c99]Shaolei Feng, Shaohua Kevin Zhou, Sara Good, Dorin Comaniciu:
Automatic fetal face detection from ultrasound volumes via learning 3D and 2D information. CVPR 2009: 2488-2495 - [c98]Xiaoguang Lu, Bogdan Georgescu, Arne Littmann, Edgar Mueller, Dorin Comaniciu:
Discriminative Joint Context for Automatic Landmark Set Detection from a Single Cardiac MR Long Axis Slice. FIMH 2009: 457-465 - [c97]Terrence Chen, Wei Zhang, Sara Good, Shaohua Kevin Zhou, Dorin Comaniciu:
Automatic ovarian follicle quantification from 3D ultrasound data using global/local context with database guided segmentation. ICCV 2009: 795-802 - [c96]Razvan Ioan Ionasec, Yang Wang, Bogdan Georgescu, Ingmar Voigt, Nassir Navab, Dorin Comaniciu:
Robust motion estimation using trajectory spectrum learning: Application to aortic and mitral valve modeling from 4D TEE. ICCV 2009: 1601-1608 - [c95]Yefeng Zheng, Bogdan Georgescu, Dorin Comaniciu:
Marginal Space Learning for Efficient Detection of 2D/3D Anatomical Structures in Medical Images. IPMI 2009: 411-422 - [c94]Dime Vitanovski, Razvan Ioan Ionasec, Bogdan Georgescu, Martin Huber, Andrew Mayall Taylor, Joachim Hornegger, Dorin Comaniciu:
Personalized Pulmonary Trunk Modeling for Intervention Planning and Valve Assessment Estimated from CT Data. MICCAI (1) 2009: 17-25 - [c93]Wei Zhang, Haibin Ling, Simone Prummer, Shaohua Kevin Zhou, Martin Ostermeier, Dorin Comaniciu:
Coronary Tree Extraction Using Motion Layer Separation. MICCAI (1) 2009: 116-123 - [c92]Johannes Feulner, Shaohua Kevin Zhou, Alexander Cavallaro, Sascha Seifert, Joachim Hornegger, Dorin Comaniciu:
Fast Automatic Segmentation of the Esophagus from 3D CT Data Using a Probabilistic Model. MICCAI (1) 2009: 255-262 - [c91]Michael Wels, Yefeng Zheng, Gustavo Carneiro, Martin Huber, Joachim Hornegger, Dorin Comaniciu:
Fast and Robust 3-D MRI Brain Structure Segmentation. MICCAI (1) 2009: 575-583 - [c90]Razvan Ioan Ionasec, Ingmar Voigt, Bogdan Georgescu, Yang Wang, Helene Houle, Joachim Hornegger, Nassir Navab, Dorin Comaniciu:
Personalized Modeling and Assessment of the Aortic-Mitral Coupling from 4D TEE and CT. MICCAI (1) 2009: 767-775 - [c89]Ying Zhu, Simone Prummer, Peng Wang, Terrence Chen, Dorin Comaniciu, Martin Ostermeier:
Dynamic Layer Separation for Coronary DSA and Enhancement in Fluoroscopic Sequences. MICCAI (1) 2009: 877-884 - [c88]Ingmar Voigt, Razvan Ioan Ionasec, Bogdan Georgescu, Helene Houle, Martin Huber, Joachim Hornegger, Dorin Comaniciu:
Model-driven physiological assessment of the mitral valve from 4D TEE. Image-Guided Procedures 2009: 72610R - [c87]Ying Zhu, Simone Prummer, Terrence Chen, Martin Ostermeier, Dorin Comaniciu:
Coronary DSA: enhancing coronary tree visibility through discriminative learning and robust motion estimation. Image Processing 2009: 72590Y - [c86]Johannes Feulner, Shaohua Kevin Zhou, Sascha Seifert, Alexander Cavallaro, Joachim Hornegger, Dorin Comaniciu:
Estimating the body portion of CT volumes by matching histograms of visual words. Image Processing 2009: 72591V - [c85]Philippe Mazouer, Terrence Chen, Ying Zhu, Peng Wang, Peter Durlak, Jean-Philippe Thiran, Dorin Comaniciu:
User-constrained guidewire localization in fluoroscopy. Image Processing 2009: 72591K - [c84]Peng Wang, Ying Zhu, Wei Zhang, Terrence Chen, Peter Durlak, Ulrich Bill, Dorin Comaniciu:
Hierarchical guidewire tracking in fluoroscopic sequences. Image Processing 2009: 72591L - [c83]Yefeng Zheng, Bogdan Georgescu, Fernando Vega Higuera, Dorin Comaniciu:
Left ventricle endocardium segmentation for cardiac CT volumes using an optimal smooth surface. Image Processing 2009: 72593V - [c82]Sascha Seifert, Adrian Barbu, Shaohua Kevin Zhou, David Liu, Johannes Feulner, Martin Huber, Michael Sühling, Alexander Cavallaro, Dorin Comaniciu:
Hierarchical parsing and semantic navigation of full body CT data. Image Processing 2009: 725902 - [c81]Yefeng Zheng, Xiaoguang Lu, Bogdan Georgescu, Arne Littmann, Edgar Mueller, Dorin Comaniciu:
Automatic left ventricle detection in MRI images using marginal space learning and component-based voting. Image Processing 2009: 725906 - [c80]Razvan Ioan Ionasec, Alexey Tsymbal, Dime Vitanovski, Bogdan Georgescu, Shaohua Kevin Zhou, Nassir Navab, Dorin Comaniciu:
Shape-based diagnosis of the aortic valve. Image Processing 2009: 725908 - [p1]Shaohua Kevin Zhou, Jie Shao, Bogdan Georgescu, Dorin Comaniciu:
Similarity Learning for Motion Estimation. Semantic Mining Technologies for Multimedia Databases 2009: 130-151 - 2008
- [j21]Bohyung Han, Dorin Comaniciu, Ying Zhu, Larry S. Davis:
Sequential Kernel Density Approximation and Its Application to Real-Time Visual Tracking. IEEE Trans. Pattern Anal. Mach. Intell. 30(7): 1186-1197 (2008) - [j20]Gustavo Carneiro, Bogdan Georgescu, Sara Good, Dorin Comaniciu:
Detection and Measurement of Fetal Anatomies from Ultrasound Images using a Constrained Probabilistic Boosting Tree. IEEE Trans. Medical Imaging 27(9): 1342-1355 (2008) - [j19]Yefeng Zheng, Adrian Barbu, Bogdan Georgescu, Michael Scheuering, Dorin Comaniciu:
Four-Chamber Heart Modeling and Automatic Segmentation for 3-D Cardiac CT Volumes Using Marginal Space Learning and Steerable Features. IEEE Trans. Medical Imaging 27(11): 1668-1681 (2008) - [c79]Gustavo Carneiro, Fernando Amat, Bogdan Georgescu, Sara Good, Dorin Comaniciu:
Semantic-based indexing of fetal anatomies from 3-D ultrasound data using global/semi-local context and sequential sampling. CVPR 2008 - [c78]Haibin Ling, Shaohua Kevin Zhou, Yefeng Zheng, Bogdan Georgescu, Michael Sühling, Dorin Comaniciu:
Hierarchical, learning-based automatic liver segmentation. CVPR 2008 - [c77]Le Lu, Adrian Barbu, Matthias Wolf, Jianming Liang, Marcos Salganicoff, Dorin Comaniciu:
Accurate polyp segmentation for 3D CT colongraphy using multi-staged probabilistic binary learning and compositional model. CVPR 2008 - [c76]Lin Yang, Bogdan Georgescu, Yefeng Zheng, Peter Meer, Dorin Comaniciu:
3D ultrasound tracking of the left ventricle using one-step forward prediction and data fusion of collaborative trackers. CVPR 2008 - [c75]Jingdan Zhang, Shaohua Kevin Zhou, Dorin Comaniciu, Leonard McMillan:
Conditional density learning via regression with application to deformable shape segmentation. CVPR 2008 - [c74]Le Lu, Adrian Barbu, Matthias Wolf, Jianming Liang, Luca Bogoni, Marcos Salganicoff, Dorin Comaniciu:
Simultaneous Detection and Registration for Ileo-Cecal Valve Detection in 3D CT Colonography. ECCV (4) 2008: 465-478 - [c73]Jingdan Zhang, Shaohua Kevin Zhou, Dorin Comaniciu, Leonard McMillan:
Discriminative Learning for Deformable Shape Segmentation: A Comparative Study. ECCV (1) 2008: 711-724 - [c72]Lin Yang, Bogdan Georgescu, Yefeng Zheng, David J. Foran, Dorin Comaniciu:
A fast and accurate tracking algorithm of left ventricles in 3D echocardiography. ISBI 2008: 221-224 - [c71]Richard Socher, Adrian Barbu, Dorin Comaniciu:
A learning based hierarchical model for vessel segmentation. ISBI 2008: 1055-1058 - [c70]Xiaoguang Lu, Bogdan Georgescu, Yefeng Zheng, Joanne Otsuki, Dorin Comaniciu:
AutoMPR: Automatic detection of standard planes in 3D echocardiography. ISBI 2008: 1279-1282 - [c69]Michael Wels, Gustavo Carneiro, Alexander Aplas, Martin Huber, Joachim Hornegger, Dorin Comaniciu:
A Discriminative Model-Constrained Graph Cuts Approach to Fully Automated Pediatric Brain Tumor Segmentation in 3-D MRI. MICCAI (1) 2008: 67-75 - [c68]Jin Hyeong Park, Shaohua Kevin Zhou, Costas Simopoulos, Dorin Comaniciu:
AutoGate: Fast and Automatic Doppler Gate Localization in B-Mode Echocardiogram. MICCAI (2) 2008: 230-237 - [c67]Razvan Ioan Ionasec, Bogdan Georgescu, Eva Gassner, Sebastian Vogt, Oliver Kutter, Michael Scheuering, Nassir Navab, Dorin Comaniciu:
Dynamic Model-Driven Quantitative and Visual Evaluation of the Aortic Valve from 4D CT. MICCAI (1) 2008: 686-694 - [c66]Jin Hyeong Park, Shaohua Kevin Zhou, John Jackson, Dorin Comaniciu:
Automatic Mitral Valve Inflow Measurements from Doppler Echocardiography. MICCAI (1) 2008: 983-990 - [c65]Yefeng Zheng, Bogdan Georgescu, Adrian Barbu, Michael Scheuering, Dorin Comaniciu:
Four-chamber heart modeling and automatic segmentation for 3D cardiac CT volumes. Image Processing 2008: 691416 - 2007
- [c64]Adrian Barbu, Vassilis Athitsos, Bogdan Georgescu, Stefan Böhm, Peter Durlak, Dorin Comaniciu:
Hierarchical Learning of Curves Application to Guidewire Localization in Fluoroscopy. CVPR 2007 - [c63]Jingdan Zhang, Shaohua Kevin Zhou, Leonard McMillan, Dorin Comaniciu:
Joint Real-time Object Detection and Pose Estimation Using Probabilistic Boosting Network. CVPR 2007 - [c62]Shaohua Kevin Zhou, Jinghao Zhou, Dorin Comaniciu:
A boosting regression approach to medical anatomy detection. CVPR 2007 - [c61]Jin Hyeong Park, Shaohua Kevin Zhou, Costas Simopoulos, Joanne Otsuki, Dorin Comaniciu:
Automatic Cardiac View Classification of Echocardiogram. ICCV 2007: 1-8 - [c60]Yefeng Zheng, Adrian Barbu, Bogdan Georgescu, Michael Scheuering, Dorin Comaniciu:
Fast Automatic Heart Chamber Segmentation from 3D CT Data Using Marginal Space Learning and Steerable Features. ICCV 2007: 1-8 - [c59]Shaohua Kevin Zhou, Feng Guo, Gustavo Carneiro, John Jackson, M. Brendel, Costas Simopoulos, Joanne Otsuki, Dorin Comaniciu:
A probabilistic, hierarchical, and discriminant framework for rapid and accurate detection of deformable anatomic structure. ICCV 2007: 1-8 - [c58]Shaohua Kevin Zhou, Dorin Comaniciu:
Shape Regression Machine. IPMI 2007: 13-25 - [c57]Gustavo Carneiro, Bogdan Georgescu, Sara Good, Dorin Comaniciu:
Automatic Fetal Measurements in Ultrasound Using Constrained Probabilistic Boosting Tree. MICCAI (2) 2007: 571-579 - 2006
- [j18]Lu-Yong Wang, Dorin Comaniciu, Daniel P. Fasulo:
Exploiting Interactions among Polymorphisms Contributing to Complex Disease Traits with Boosted Generative Modeling. J. Comput. Biol. 13(10): 1673-1684 (2006) - [j17]Terrence Chen, Wotao Yin, Xiang Sean Zhou, Dorin Comaniciu, Thomas S. Huang:
Total Variation Models for Variable Lighting Face Recognition. IEEE Trans. Pattern Anal. Mach. Intell. 28(9): 1519-1524 (2006) - [j16]Ying Zhu, Dorin Comaniciu, Martin Pellkofer, Thorsten Koehler:
Reliable Detection of Overtaking Vehicles Using Robust Information Fusion. IEEE Trans. Intell. Transp. Syst. 7(4): 401-414 (2006) - [c56]Zhuowen Tu, Xiang Sean Zhou, Luca Bogoni, Adrian Barbu, Dorin Comaniciu:
Probabilistic 3D Polyp Detection in CT Images: The Role of Sample Alignment. CVPR (2) 2006: 1544-1551 - [c55]Shaohua Kevin Zhou, Jin Hyeong Park, Bogdan Georgescu, Dorin Comaniciu, Costas Simopoulos, Joanne Otsuki:
Image-Based Multiclass Boosting and Echocardiographic View Classification. CVPR (2) 2006: 1559-1565 - [c54]Shaohua Kevin Zhou, Bogdan Georgescu, Dorin Comaniciu, Jie Shao:
BoostMotion: Boosting a Discriminative Similarity Function for Motion Estimation. CVPR (2) 2006: 1761-1768 - [c53]Jing Xiao, Bogdan Georgescu, Xiang Zhou, Dorin Comaniciu, Takeo Kanade:
Simultaneous Registration and Modeling of Deformable Shapes. CVPR (2) 2006: 2429-2436 - [c52]Wei Hong, Bogdan Georgescu, Xiang Sean Zhou, Sriram Krishnan, Yi Ma, Dorin Comaniciu:
Database-Guided Simultaneous Multi-slice 3D Segmentation for Volumetric Data. ECCV (4) 2006: 397-409 - [c51]Yefeng Zheng, Xiang Sean Zhou, Bogdan Georgescu, Shaohua Kevin Zhou, Dorin Comaniciu:
Example Based Non-rigid Shape Detection. ECCV (4) 2006: 423-436 - [c50]Zhuowen Tu, Xiang Sean Zhou, Dorin Comaniciu, Luca Bogoni:
A Learning Based Approach for 3D Segmentation and Colon Detagging. ECCV (3) 2006: 436-448 - [c49]Joerg Freund, Dorin Comaniciu, Yannis E. Ioannis, Peiya Liu, Richard McClatchey, Edwin Morley-Fletcher, Xavier Pennec, Giacomo Pongiglione, Xiang Sean Zhou:
Health-e-Child: An Integrated Biomedical Platform for Grid-Based Paediatric Applications. HealthGrid 2006: 259-270 - [c48]Adrian Barbu, Luca Bogoni, Dorin Comaniciu:
Hierarchical Part-Based Detection of 3D Flexible Tubes: Application to CT Colonoscopy. MICCAI (2) 2006: 462-470 - [c47]Shaohua Kevin Zhou, Jie Shao, Bogdan Georgescu, Dorin Comaniciu:
Pairwise Active Appearance Model and Its Application to Echocardiography Tracking. MICCAI (1) 2006: 736-743 - [i1]Joerg Freund, Dorin Comaniciu, Yannis E. Ioannis, Peiya Liu, Richard McClatchey, Edwin Morley-Fletcher, Xavier Pennec, Giacomo Pongiglione, Xiang Sean Zhou:
Health-e-Child : An Integrated Biomedical Platform for Grid-Based Paediatric Applications. CoRR abs/cs/0603036 (2006) - 2005
- [j15]Xiang Sean Zhou, Dorin Comaniciu, Alok Gupta:
An Information Fusion Framework for Robust Shape Tracking. IEEE Trans. Pattern Anal. Mach. Intell. 27(1): 115-129 (2005) - [j14]Kazunori Okada, Dorin Comaniciu, Arun Krishnan:
Robust anisotropic Gaussian fitting for volumetric characterization of Pulmonary nodules in multislice CT. IEEE Trans. Medical Imaging 24(3): 409-423 (2005) - [c46]Lu-Yong Wang, Amit Chakraborty, Dorin Comaniciu:
Diagnosis and Biomarker Identi.cation on SELDI proteomics data by ADTBoost. CSB Workshops 2005: 9-10 - [c45]Lu-Yong Wang, Ammaiappan Balasubramanian, Amit Chakraborty, Dorin Comaniciu:
Fractal Clustering for Microarray Data Analysis. CSB Workshops 2005: 97-98 - [c44]Hüseyin Tek, Alper Ayvaci, Dorin Comaniciu:
Multi-scale Vessel Boundary Detection. CVBIA 2005: 388-398 - [c43]Bohyung Han, Ying Zhu, Dorin Comaniciu, Larry S. Davis:
Kernel-Based Bayesian Filtering for Object Tracking. CVPR (1) 2005: 227-234 - [c42]Bogdan Georgescu, Xiang Sean Zhou, Dorin Comaniciu, Alok Gupta:
Database-Guided Segmentation of Anatomical Structures with Complex Appearance. CVPR (2) 2005: 429-436 - [c41]Terrence Chen, Wotao Yin, Xiang Sean Zhou, Dorin Comaniciu, Thomas S. Huang:
Illumination Normalization for Face Recognition and Uneven Background Correction Using Total Variation Based Image Models. CVPR (2) 2005: 532-539 - [c40]Shaohua Kevin Zhou, Bogdan Georgescu, Xiang Sean Zhou, Dorin Comaniciu:
Image Based Regression Using Boosting Method. ICCV 2005: 541-548 - [c39]Lu-Yong Wang, Amit Chakraborty, Dorin Comaniciu:
An Automatic Molecular Diagnosis Approach Based on Boosting Classification for ALS disease. METMBS 2005: 130-135 - 2004
- [j13]Danny Barash, Dorin Comaniciu:
A common framework for nonlinear diffusion, adaptive smoothing, bilateral filtering and mean shift. Image Vis. Comput. 22(1): 73-81 (2004) - [j12]David Suter, Dorin Comaniciu, Ken-ichi Kanatani:
Special issue on statistical methods in video processing. Image Vis. Comput. 22(2): 83-84 (2004) - [j11]Dorin Comaniciu, Xiang Sean Zhou, Sriram Krishnan:
Robust real-time myocardial border tracking for echocardiography: an information fusion approach. IEEE Trans. Medical Imaging 23(7): 849-860 (2004) - [c38]Danny Barash, Dorin Comaniciu:
Meanshift Clustering for DNA Microarray Analysis. CSB 2004: 578-579 - [c37]Kazunori Okada, Dorin Comaniciu, Arun Krishnan:
Scale Selection for Anisotropic Scale-Space: Application to Volumetric Tumor Characterization. CVPR (1) 2004: 594-601 - [c36]Bohyung Han, Dorin Comaniciu, Ying Zhu, Larry S. Davis:
Incremental Density Approximation and Kernel-Based Bayesian Filtering for Object Tracking. CVPR (1) 2004: 638-644 - [c35]Xiang Sean Zhou, Dorin Comaniciu, Binglong Xie, R. Cruceanu, Alok Gupta:
A Unified Framework for Uncertainty Propagation in Automatic Shape Tracking. CVPR (1) 2004: 872-879 - [c34]Bogdan Georgescu, Dorin Comaniciu, Tony X. Han, Xiang Sean Zhou:
Multi-model Component-Based Tracking Using Robust Information Fusion. ECCV Workshop SMVP 2004: 61-70 - [c33]Xiang Sean Zhou, Dorin Comaniciu, Sriram Krishnan:
Coupled-Contour Tracking through Non-orthogonal Projections and Fusion for Echocardiography. ECCV (1) 2004: 336-349 - [c32]Kazunori Okada, Dorin Comaniciu, Navneet Dalal, Arun Krishnan:
A Robust Algorithm for Characterizing Anisotropic Local Structures. ECCV (1) 2004: 549-561 - [c31]Omar Javed, Mubarak Shah, Dorin Comaniciu:
A probabilistic framework for object recognition in video. ICIP 2004: 2713-2716 - [c30]Leonid Sigal, Ying Zhu, Dorin Comaniciu, Michael J. Black:
Tracking Complex Objects Using Graphical Object Models. IWCM 2004: 223-234 - [c29]Bogdan Georgescu, Xiang Sean Zhou, Dorin Comaniciu, R. Bharat Rao:
Real-Time Multi-model Tracking of Myocardium in Echocardiography Using Robust Information Fusion. MICCAI (2) 2004: 777-785 - [c28]Kazunori Okada, Dorin Comaniciu, Arun Krishnan:
Robust 3D Segmentation of Pulmonary Nodules in Multislice CT Images. MICCAI (2) 2004: 881-889 - [c27]Etienne Mangonaux, Xiang Sean Zhou, Dorin Comaniciu:
Comparative study of dissimilarity measures for histogram-based tracking in echocardiography. Image Processing 2004 - [e1]Dorin Comaniciu, Ken-ichi Kanatani, Rudolf Mester, David Suter:
Statistical Methods in Video Processing, ECCV 2004 Workshop SMVP 2004, Prague, Czech Republic, May 16, 2004, Revised Selected Papers. Lecture Notes in Computer Science 3247, Springer 2004, ISBN 3-540-23989-8 [contents] - 2003
- [j10]Dorin Comaniciu:
An Algorithm for Data-Driven Bandwidth Selection. IEEE Trans. Pattern Anal. Mach. Intell. 25(2): 281-288 (2003) - [j9]Dorin Comaniciu, Visvanathan Ramesh, Peter Meer:
Kernel-Based Object Tracking. IEEE Trans. Pattern Anal. Mach. Intell. 25(5): 564-575 (2003) - [j8]Dorin Comaniciu, Peter Meer, David E. Tyler:
Dissimilarity computation through low rank corrections. Pattern Recognit. Lett. 24(1-3): 227-236 (2003) - [c26]Dorin Comaniciu:
Nonparametric Information Fusion for Motion Estimation. CVPR (1) 2003: 59-68 - [c25]Binglong Xie, Dorin Comaniciu, Visvanathan Ramesh, Markus Simon, Terrance E. Boult:
Component Fusion for Face Detection in the Presence of Heteroscedastic Noise. DAGM-Symposium 2003: 434-441 - [c24]Xiang Sean Zhou, Dorin Comaniciu, Arun Krishnan:
Conditional Feature Sensitivity: A Unifying View on Active Recognition and Feature Selection. ICCV 2003: 1502-1511 - [c23]Danny Barash, Dorin Comaniciu:
A Common Viewpoint on Broad Kernel Filtering and Nonlinear Diffusion. Scale-Space 2003: 683-698 - 2002
- [j7]Dorin Comaniciu, Peter Meer:
Mean Shift: A Robust Approach Toward Feature Space Analysis. IEEE Trans. Pattern Anal. Mach. Intell. 24(5): 603-619 (2002) - [j6]Dorin Comaniciu, Fabio Berton, Visvanathan Ramesh:
Adaptive Resolution System for Distributed Surveillance. Real Time Imaging 8(5): 427-437 (2002) - [j5]Dorin Comaniciu, Richard Grisel:
Image coding using transform vector quantization with training set synthesis. Signal Process. 82(11): 1649-1663 (2002) - [c22]Dorin Comaniciu:
Bayesian Kernel Tracking. DAGM-Symposium 2002: 438-445 - [c21]Ying Zhu, Dorin Comaniciu, Stuart C. Schwartz, Visvanathan Ramesh:
Multimodal Data Representations with Parameterized Local Structures. ECCV (1) 2002: 173-189 - [c20]Dorin Comaniciu, Visvanathan Ramesh, Alessio Del Bue:
Multivariate Saddle Point Detection for Statistical Clustering. ECCV (3) 2002: 561-576 - [c19]Dorin Comaniciu:
Image segmentation using clustering with saddle point detection. ICIP (3) 2002: 297-300 - [c18]Alessio Del Bue, Dorin Comaniciu, Visvanathan Ramesh, Carlo S. Regazzoni:
Smart cameras with real-time video object generation. ICIP (3) 2002: 429-432 - [c17]Hüseyin Tek, Martin Bergtholdt, Dorin Comaniciu, James Williams:
Segmentation of 3D Medical Structures Using Robust Ray Propagation. MICCAI (1) 2002: 572-579 - 2001
- [j4]Michael Greiffenhagen, Dorin Comaniciu, Heinrich Niemann, Visvanathan Ramesh:
Design, analysis, and engineering of video monitoring systems: an approach and a case study. Proc. IEEE 89(10): 1498-1517 (2001) - [c16]Ying Zhu, Dorin Comaniciu, Visvanathan Ramesh, Stuart C. Schwartz:
Parametric Representations for Nonlinear Modeling of Visual Data. CVPR (2) 2001: 553- - [c15]Dorin Comaniciu, Visvanathan Ramesh, Peter Meer:
The Variable Bandwidth Mean Shift and Data-Driven Scale Selection. ICCV 2001: 438-445 - 2000
- [j3]David J. Foran, Dorin Comaniciu, Peter Meer, Lauri A. Goodell:
Computer-assisted discrimination among malignant lymphomas and leukemia using immunophenotyping, intelligent image repositories, and telemicroscopy. IEEE Trans. Inf. Technol. Biomed. 4(4): 265-273 (2000) - [c14]Dorin Comaniciu, Visvanathan Ramesh, Peter Meer:
Real-Time Tracking of Non-Rigid Objects Using Mean Shift. CVPR 2000: 2142- - [c13]Michael Greiffenhagen, Visvanathan Ramesh, Dorin Comaniciu, Heinrich Niemann:
Statistical Modeling and Performance Characterization of a Real-Time Dual Camera Surveillance System. CVPR 2000: 2335-2342 - [c12]Dorin Comaniciu, Visvanathan Ramesh:
Mean Shift and Optimal Prediction for Efficient Object Tracking. ICIP 2000: 70-73 - [c11]Kun Xu, Bogdan Georgescu, Peter Meer, Dorin Comaniciu:
Performance Analysis in Content-Based Retrieval with Textures. ICPR 2000: 4275-4278
1990 – 1999
- 1999
- [j2]Dorin Comaniciu, Peter Meer, David J. Foran:
Image-guided decision support system for pathology. Mach. Vis. Appl. 11(4): 213-224 (1999) - [j1]Dorin Comaniciu, Peter Meer:
Distribution Free Decomposition of Multivariate Data. Pattern Anal. Appl. 2(1): 22-30 (1999) - [c10]Dorin Comaniciu, Bogdan Georgescu, Peter Meer, Wenjin Chen, David J. Foran:
Decision Support System for Multiuser Remote Microscopy in Telepathology. CBMS 1999: 150-155 - [c9]Dorin Comaniciu, Peter Meer:
Mean Shift Analysis and Applications. ICCV 1999: 1197-1203 - [c8]Dorin Comaniciu:
Model-Based Training Set Synthesis for Vector Quantization. SIP 1999: 261-265 - 1998
- [c7]Dorin Comaniciu, Peter Meer, David J. Foran:
Shape-based image indexing and retrieval for diagnostic pathology. ICPR 1998: 902-904 - [c6]Dorin Comaniciu, Peter Meer:
Distribution Free Decomposition of Multivariate Data. SSPR/SPR 1998: 602-610 - [c5]Dorin Comaniciu, Peter Meer, David J. Foran, Attila Medl:
Bimodal system for interactive indexing and retrieval of pathology images. WACV 1998: 76-81 - [c4]Dorin Comaniciu, Peter Meer, David J. Foran, Attila Medl:
Bimodal system for interactive indexing and retrieval of pathology images. WACV 1998: 268-269 - 1997
- [c3]Dorin Comaniciu, Peter Meer:
Robust analysis of feature spaces: color image segmentation. CVPR 1997: 750-755 - 1996
- [c2]Dorin Comaniciu, Cristina Comaniciu:
Vector quantization clustering using lattice growing search. EUSIPCO 1996: 1-3 - [c1]Dorin Comaniciu:
Training set synthesis for entropy-constrained transform vector quantization. ICASSP 1996: 2036-2039
Coauthor Index
[i29] [i26] [j51] [j50] [j49] [i25] [i24] [i22] [i21] [i20] [i19] [j48] [j47] [c205] [c204] [c203] [i16] [i15] [j46] [c202] [c201] [c199] [i14] [i13] [i11] [i10] [i9] [c195] [c193] [p3] [p2] [i6] [j42] [j41] [j40] [c190] [i4] [i3] [c187] [c186] [c185] [c184] [j36] [c183] [c182] [c180] [c179] [c174] [c173] [c171] [c170] [c167] [j30] [j29] [c158] [c155] [c154] [j24] [c144] [c143] [c141] [c135] [c131] [c129] [c127] [c126] [c125] [j23] [c119] [c117] [c116] [c114] [c109] [c108] [c106] [c105] [c104] [c103] [c102] [c100] [c98] [c96] [c95] [c94] [c90] [c88] [c83] [c81] [c80] [p1] [j20] [j19] [c79] [c78] [c76] [c72] [c70] [c67] [c65] [c64] [c60] [c57] [c55] [c54] [c53] [c52] [c51] [c47] [c42] [c40] [c34] [c29] [c11] [c10]
Florin C. Ghesu
aka: Florin-Cristian Ghesu
aka: Florin-Cristian Ghesu
Arnaud A. A. Setio
aka: Arnaud Arindra Adiyoso Setio
aka: Arnaud Arindra Adiyoso Setio
[j48] [c204] [p4] [c198] [i14] [i13] [i11] [c196] [c194] [c193] [i7] [i6] [i5] [j34] [c176] [j33] [j32] [j28] [j26] [j25] [c146] [c140] [c139] [c138] [c132] [c128] [c126] [c125] [c124] [c123] [c122] [c121] [c115] [c114] [c113] [c112] [c111] [c110] [c107] [c105] [c103] [c102] [c101] [c99] [c97] [c93] [c92] [c86] [c82] [c80] [p1] [c78] [c75] [c73] [c68] [c66] [c63] [c62] [c61] [c59] [c58] [c55] [c54] [c51] [c47] [c40]
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Privacy notice: By enabling the option above, your browser will contact the API of unpaywall.org to load hyperlinks to open access articles. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the Unpaywall privacy policy.
Archived links via Wayback Machine
For web page which are no longer available, try to retrieve content from the 
of the Internet Archive (if available).
Privacy notice: By enabling the option above, your browser will contact the API of archive.org to check for archived content of web pages that are no longer available. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the Internet Archive privacy policy.
Reference lists
Add a list of references from 
, 
, and 
to record detail pages.
load references from crossref.org and opencitations.net
Privacy notice: By enabling the option above, your browser will contact the APIs of crossref.org, opencitations.net, and semanticscholar.org to load article reference information. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the Crossref privacy policy and the OpenCitations privacy policy, as well as the AI2 Privacy Policy covering Semantic Scholar.
Citation data
Add a list of citing articles from and to record detail pages.
load citations from opencitations.net
Privacy notice: By enabling the option above, your browser will contact the API of opencitations.net and semanticscholar.org to load citation information. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the OpenCitations privacy policy as well as the AI2 Privacy Policy covering Semantic Scholar.
OpenAlex data
Load additional information about publications from 
.
Privacy notice: By enabling the option above, your browser will contact the API of openalex.org to load additional information. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the information given by OpenAlex.
last updated on 2024-12-19 22:15 CET by the dblp team
all metadata released as open data under CC0 1.0 license
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since 2018, dblp has been operated and maintained by:
the dblp computer science bibliography is funded and supported by:
