Dorin Comaniciu

323 papers A* 35A 3B 19C 1Misc 1Journal 95Unranked 163

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	AI End-to-End Radiation Treatment Planning Under One Second. CoRR Simon Arberet, Riqiang Gao, Martin Kraus, Florin C. Ghesu, Wilko Verbakel, Mamadou Diallo, Anthony Magliari, Venkatesan Karuppusamy, Sushil Beriwal, REQUITE Consortium, Ali Kamen, Dorin Comaniciu
2025	J	`jnl`	A Novel Tracking Framework for Devices in X-ray Leveraging Supplementary Cue-Driven Self-Supervised Features. CoRR Saahil Islam, Venkatesh N. Murthy, Dominik Neumann, Serkan Çimen, Puneet Sharma, Andreas K. Maier, Dorin Comaniciu, Florin C. Ghesu
2025	J	`jnl`	AdaViT: Adaptive Vision Transformer for Flexible Pretrain and Finetune with Variable 3D Medical Image Modalities. CoRR Badhan Kumar Das, Gengyan Zhao, Han Liu, Thomas J. Re, Dorin Comaniciu, Eli Gibson, Andreas K. Maier
2025	J	`jnl`	Demo: Generative AI helps Radiotherapy Planning with User Preference. CoRR Riqiang Gao, Simon Arberet, Martin Kraus, Han Liu, Wilko Verbakel, Dorin Comaniciu, Florin-Cristian Ghesu, Ali Kamen
2025	J	`jnl`	EchoVLM: Measurement-Grounded Multimodal Learning for Echocardiography. CoRR Yuheng Li, Yue Zhang, Abdoul Aziz Amadou, Yuxiang Lai, Jike Zhong, Tiziano Passerini, Dorin Comaniciu, Puneet Sharma
2025	J	`jnl`	Multi-Agent Reinforcement Learning with Long-Term Performance Objectives for Service Workforce Optimization. CoRR Kareem Eissa, Rayal Prasad, Sarith Mohan, Ankur Kapoor, Dorin Comaniciu, Vivek K. Singh
2025	J	`jnl`	Multi-Plane Vision Transformer for Hemorrhage Classification Using Axial and Sagittal MRI Data. CoRR Badhan Kumar Das, Gengyan Zhao, Boris Mailhé, Thomas J. Re, Dorin Comaniciu, Eli Gibson, Andreas K. Maier
2025	A	`conf`	Operational Twin-Driven AI Recommender for Strategic Service Planning. RecSys Vivek Singh, Sarith Mohan, Chetan L. Srinidhi, Santosh Pai, Ullaskrishnan Poikavila, Codruta Ene, Ankur Kapoor, Neil Biehn, Dorin Comaniciu
2025	J	`jnl`	Revisiting 2D Foundation Models for Scalable 3D Medical Image Classification. CoRR Han Liu, Bogdan Georgescu, Yanbo Zhang, Youngjin Yoo, Michael Baumgartner, Riqiang Gao, Jianing Wang, Gengyan Zhao, Eli Gibson, Dorin Comaniciu, Sasa Grbic
2025	—	`conf`	Self Pre-Training with Adaptive Mask Autoencoders for Variable-Contrast 3D Medical Imaging. ISBI Badhan Kumar Das, Gengyan Zhao, Han Liu, Thomas J. Re, Dorin Comaniciu, Eli Gibson, Andreas K. Maier
2025	J	`jnl`	Self Pre-training with Adaptive Mask Autoencoders for Variable-Contrast 3D Medical Imaging. CoRR Badhan Kumar Das, Gengyan Zhao, Han Liu, Thomas J. Re, Dorin Comaniciu, Eli Gibson, Andreas K. Maier
2025	—	`conf`	VIViT: Variable-Input Vision Transformer Framework for 3D MR Image Segmentation. MLMI@MICCAI Badhan Kumar Das, Ajay Singh, Gengyan Zhao, Han Liu, Thmoas J. Re, Dorin Comaniciu, Eli Gibson, Andreas K. Maier
2025	J	`jnl`	VIViT: Variable-Input Vision Transformer Framework for 3D MR Image Segmentation. CoRR Badhan Kumar Das, Ajay Singh, Gengyan Zhao, Han Liu, Thomas J. Re, Dorin Comaniciu, Eli Gibson, Andreas K. Maier
2024	—	`conf`	A Novel Tracking Framework for Devices in X-ray Leveraging Supplementary Cue-Driven Self-supervised Features. MICCAI (6) Saahil Islam, Venkatesh N. Murthy, Dominik Neumann, Serkan Çimen, Puneet Sharma, Andreas K. Maier, Dorin Comaniciu, Florin C. Ghesu
2024	J	`jnl`	Deep Learning-based Unsupervised Domain Adaptation via a Unified Model for Prostate Lesion Detection Using Multisite Bi-parametric MRI Datasets. CoRR 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
2024	J	`jnl`	Deep learning-based identification of patients at increased risk of cancer using routine laboratory markers. CoRR Vivek Singh, Shikha Chaganti, Matthias Siebert, Soumya Rajesh, Andrei Puiu, Raj Gopalan, Jamie Gramz, Dorin Comaniciu, Ali Kamen
2024	A*	`conf`	Multi-Agent Reinforcement Learning Meets Leaf Sequencing in Radiotherapy. ICML Riqiang Gao, Florin-Cristian Ghesu, Simon Arberet, Shahab Basiri, Esa Kuusela, Martin Kraus, Dorin Comaniciu, Ali Kamen
2024	J	`jnl`	Multi-Agent Reinforcement Learning Meets Leaf Sequencing in Radiotherapy. CoRR Riqiang Gao, Florin C. Ghesu, Simon Arberet, Shahab Basiri, Esa Kuusela, Martin Kraus, Dorin Comaniciu, Ali Kamen
2024	J	`jnl`	Self-Supervised Learning for Interventional Image Analytics: Towards Robust Device Trackers. CoRR Saahil Islam, Venkatesh N. Murthy, Dominik Neumann, Badhan Kumar Das, Puneet Sharma, Andreas K. Maier, Dorin Comaniciu, Florin C. Ghesu
2024	J	`jnl`	Towards a vision foundation model for comprehensive assessment of Cardiac MRI. CoRR Athira J. Jacob, Indraneel Borgohain, Teodora Chitiboi, Puneet Sharma, Dorin Comaniciu, Daniel Rueckert
2023	B	`conf`	3D-2D GAN based brain metastasis synthesis with configurable parameters for fully 3D data augmentation. Image Processing 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
2023	—	`conf`	ConTrack: Contextual Transformer for Device Tracking in X-Ray. MICCAI (9) Marc Demoustier, Yue Zhang, Venkatesh Narasimha Murthy, Florin C. Ghesu, Dorin Comaniciu
2023	J	`jnl`	ConTrack: Contextual Transformer for Device Tracking in X-ray. CoRR Marc Demoustier, Yue Zhang, Venkatesh Narasimha Murthy, Florin C. Ghesu, Dorin Comaniciu
2023	A*	`conf`	Flexible-C CVPR Riqiang Gao, Bin Lou, Zhoubing Xu, Dorin Comaniciu, Ali Kamen
2023	J	`jnl`	General-Purpose vs. Domain-Adapted Large Language Models for Extraction of Data from Thoracic Radiology Reports. CoRR Ali H. Dhanaliwala, Rikhiya Ghosh, Sanjeev Kumar Karn, Poikavila Ullaskrishnan, Oladimeji Farri, Dorin Comaniciu, Charles E. Kahn
2023	J	`jnl`	Generation of Radiology Findings in Chest X-Ray by Leveraging Collaborative Knowledge. CoRR 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
2023	—	`conf`	Multi-scale Self-Supervised Learning for Longitudinal Lesion Tracking with Optional Supervision. MICCAI (1) Anamaria Vizitiu, Antonia T. Mohaiu, Ioan M. Popdan, Abishek Balachandran, Florin C. Ghesu, Dorin Comaniciu
2023	—	`conf`	The importance of data domain on self-supervised learning for brain metastasis detection and segmentation. Computer-Aided Diagnosis 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
2022	—	`conf`	Detecting Out-of-Distribution via an Unsupervised Uncertainty Estimation for Prostate Cancer Diagnosis. MIDL Jingya Liu, Bin Lou, Mamadou Diallo, Tongbai Meng, Heinrich von Busch, Robert Grimm, Yingli Tian, Dorin Comaniciu, Ali Kamen
2022	J	`jnl`	Self-supervised Learning from 100 Million Medical Images. CoRR 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
2021	—	`conf`	Abstract: Extracting and Leveraging Nodule Features with Lung Inpainting for Local Feature Augmentation. Bildverarbeitung für die Medizin Sebastian Gündel, Arnaud A. A. Setio, Sasa Grbic, Andreas Maier, Dorin Comaniciu
2021	—	`conf`	Brain midline shift detection and quantification by a cascaded deep network pipeline on non-contrast computed tomography scans. ICCVW 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
2021	J	`jnl`	No Surprises: Training Robust Lung Nodule Detection for Low-Dose CT Scans by Augmenting With Adversarial Attacks. IEEE Trans. Medical Imaging Siqi Liu, Arnaud Arindra Adiyoso Setio, Florin C. Ghesu, Eli Gibson, Sasa Grbic, Bogdan Georgescu, Dorin Comaniciu
2021	J	`jnl`	Quantifying and leveraging predictive uncertainty for medical image assessment. Medical Image Anal. 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
2021	J	`jnl`	Robust Classification from Noisy Labels: Integrating Additional Knowledge for Chest Radiography Abnormality Assessment. CoRR Sebastian Gündel, Arnaud A. A. Setio, Florin C. Ghesu, Sasa Grbic, Bogdan Georgescu, Andreas Maier, Dorin Comaniciu
2021	J	`jnl`	Robust classification from noisy labels: Integrating additional knowledge for chest radiography abnormality assessment. Medical Image Anal. Sebastian Gündel, Arnaud A. A. Setio, Florin C. Ghesu, Sasa Grbic, Bogdan Georgescu, Andreas K. Maier, Dorin Comaniciu
2020	J	`jnl`	3D Tomographic Pattern Synthesis for Enhancing the Quantification of COVID-19. CoRR 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
2020	A*	`conf`	Artificial Intelligence for Healthcare. KDD Dorin Comaniciu
2020	J	`jnl`	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 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
2020	—	`conf`	Deep Attentive Panoptic Model for Prostate Cancer Detection Using Biparametric MRI Scans. MICCAI (4) 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
2020	—	`conf`	Extracting and Leveraging Nodule Features with Lung Inpainting for Local Feature Augmentation. MLMI@MICCAI Sebastian Gündel, Arnaud A. A. Setio, Sasa Grbic, Andreas K. Maier, Dorin Comaniciu
2020	J	`jnl`	Extracting and Leveraging Nodule Features with Lung Inpainting for Local Feature Augmentation. CoRR Sebastian Gündel, Arnaud Arindra Adiyoso Setio, Sasa Grbic, Andreas Maier, Dorin Comaniciu
2020	—	`conf`	False Positive Reduction Using Multiscale Contextual Features for Prostate Cancer Detection in Multi-Parametric MRI Scans. ISBI 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
2020	J	`jnl`	Graph Attention Network based Pruning for Reconstructing 3D Liver Vessel Morphology from Contrasted CT Images. CoRR Donghao Zhang, Siqi Liu, Shikha Chaganti, Eli Gibson, Zhoubing Xu, Sasa Grbic, Weidong Cai, Dorin Comaniciu
2020	J	`jnl`	Machine Learning Automatically Detects COVID-19 using Chest CTs in a Large Multicenter Cohort. CoRR 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
2020	J	`jnl`	No Surprises: Training Robust Lung Nodule Detection for Low-Dose CT Scans by Augmenting with Adversarial Attacks. CoRR Siqi Liu, Arnaud Arindra Adiyoso Setio, Florin C. Ghesu, Eli Gibson, Sasa Grbic, Bogdan Georgescu, Dorin Comaniciu
2020	J	`jnl`	Quantification of Tomographic Patterns associated with COVID-19 from Chest CT. CoRR 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
2020	J	`jnl`	Quantifying and Leveraging Predictive Uncertainty for Medical Image Assessment. CoRR 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
2019	—	`ch.`	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 Siqi Liu, Daguang Xu, Shaohua Kevin Zhou, Sasa Grbic, Weidong Cai, Dorin Comaniciu
2019	—	`conf`	Class-Aware Adversarial Lung Nodule Synthesis In CT Images. ISBI Jie Yang, Siqi Liu, Sasa Grbic, Arnaud Arindra Adiyoso Setio, Zhoubing Xu, Eli Gibson, Guillaume Chabin, Bogdan Georgescu, Andrew F. Laine, Dorin Comaniciu
2019	J	`jnl`	Combo loss: Handling input and output imbalance in multi-organ segmentation. Comput. Medical Imaging Graph. Saeid Asgari Taghanaki, Yefeng Zheng, Shaohua Kevin Zhou, Bogdan Georgescu, Puneet Sharma, Daguang Xu, Dorin Comaniciu, Ghassan Hamarneh
2019	J	`jnl`	Multi-Scale Deep Reinforcement Learning for Real-Time 3D-Landmark Detection in CT Scans. IEEE Trans. Pattern Anal. Mach. Intell. Florin C. Ghesu, Bogdan Georgescu, Yefeng Zheng, Sasa Grbic, Andreas K. Maier, Joachim Hornegger, Dorin Comaniciu
2019	J	`jnl`	Multi-task Learning for Chest X-ray Abnormality Classification on Noisy Labels. CoRR Sebastian Gündel, Florin C. Ghesu, Sasa Grbic, Eli Gibson, Bogdan Georgescu, Andreas K. Maier, Dorin Comaniciu
2019	—	`conf`	Quantifying and Leveraging Classification Uncertainty for Chest Radiograph Assessment. MICCAI (6) Florin C. Ghesu, Bogdan Georgescu, Eli Gibson, Sebastian Gündel, Mannudeep K. Kalra, Ramandeep Singh, Subba R. Digumarthy, Sasa Grbic, Dorin Comaniciu
2019	J	`jnl`	Quantifying and Leveraging Classification Uncertainty for Chest Radiograph Assessment. CoRR Florin C. Ghesu, Bogdan Georgescu, Eli Gibson, Sebastian Gündel, Mannudeep K. Kalra, Ramandeep Singh, Subba R. Digumarthy, Sasa Grbic, Dorin Comaniciu
2019	—	`conf`	Select, Attend, and Transfer: Light, Learnable Skip Connections. MLMI@MICCAI Saeid Asgari Taghanaki, Aïcha BenTaieb, Anmol Sharma, Shaohua Kevin Zhou, Yefeng Zheng, Bogdan Georgescu, Puneet Sharma, Zhoubing Xu, Dorin Comaniciu, Ghassan Hamarneh
2018	—	`conf`	3D Anisotropic Hybrid Network: Transferring Convolutional Features from 2D Images to 3D Anisotropic Volumes. MICCAI (2) Siqi Liu, Daguang Xu, Shaohua Kevin Zhou, Olivier Pauly, Sasa Grbic, Thomas Mertelmeier, Julia Wicklein, Anna K. Jerebko, Weidong Cai, Dorin Comaniciu
2018	—	`conf`	Abstract: Robust Multi-Scale Anatomical Landmark Detection in Incomplete 3D-CT Data. Bildverarbeitung für die Medizin Florin C. Ghesu, Bogdan Georgescu, Sasa Grbic, Andreas K. Maier, Joachim Hornegger, Dorin Comaniciu
2018	J	`jnl`	Class-Aware Adversarial Lung Nodule Synthesis in CT Images. CoRR Jie Yang, Siqi Liu, Sasa Grbic, Arnaud Arindra Adiyoso Setio, Zhoubing Xu, Eli Gibson, Guillaume Chabin, Bogdan Georgescu, Andrew F. Laine, Dorin Comaniciu
2018	J	`jnl`	Combo Loss: Handling Input and Output Imbalance in Multi-Organ Segmentation. CoRR Saeid Asgari Taghanaki, Yefeng Zheng, Shaohua Kevin Zhou, Bogdan Georgescu, Puneet Sharma, Daguang Xu, Dorin Comaniciu, Ghassan Hamarneh
2018	J	`jnl`	Decompose to manipulate: Manipulable Object Synthesis in 3D Medical Images with Structured Image Decomposition. CoRR Siqi Liu, Eli Gibson, Sasa Grbic, Zhoubing Xu, Arnaud Arindra Adiyoso Setio, Jie Yang, Bogdan Georgescu, Dorin Comaniciu
2018	A*	`conf`	Generating Synthetic X-Ray Images of a Person From the Surface Geometry. CVPR Brian Teixeira, Vivek K. Singh, Terrence Chen, Kai Ma, Birgi Tamersoy, Yifan Wu, Elena Balashova, Dorin Comaniciu
2018	J	`jnl`	Generating Synthetic X-ray Images of a Person from the Surface Geometry. CoRR Brian Teixeira, Vivek K. Singh, Terrence Chen, Kai Ma, Birgi Tamersoy, Yifan Wu, Elena Balashova, Dorin Comaniciu
2018	C	`conf`	Learning to Recognize Abnormalities in Chest X-Rays with Location-Aware Dense Networks. CIARP Sebastian Gündel, Sasa Grbic, Bogdan Georgescu, Siqi Liu, Andreas Maier, Dorin Comaniciu
2018	J	`jnl`	Learning to recognize Abnormalities in Chest X-Rays with Location-Aware Dense Networks. CoRR Sebastian Gündel, Sasa Grbic, Bogdan Georgescu, Shaohua Kevin Zhou, Ludwig Ritschl, Andreas Meier, Dorin Comaniciu
2018	—	`conf`	Nonlinear Adaptively Learned Optimization for Object Localization in 3D Medical Images. DLMIA/ML-CDS@MICCAI Mayalen Etcheverry, Bogdan Georgescu, Benjamin Odry, Thomas J. Re, Shivam Kaushik, Bernhard Geiger, Mariappan S. Nadar, Sasa Grbic, Dorin Comaniciu
2018	J	`jnl`	Select, Attend, and Transfer: Light, Learnable Skip Connections. CoRR Saeid Asgari Taghanaki, Aïcha BenTaieb, Anmol Sharma, Shaohua Kevin Zhou, Yefeng Zheng, Bogdan Georgescu, Puneet Sharma, Sasa Grbic, Zhoubing Xu, Dorin Comaniciu, Ghassan Hamarneh
2018	J	`jnl`	Towards intelligent robust detection of anatomical structures in incomplete volumetric data. Medical Image Anal. Florin C. Ghesu, Bogdan Georgescu, Sasa Grbic, Andreas K. Maier, Joachim Hornegger, Dorin Comaniciu
2017	J	`jnl`	3D Anisotropic Hybrid Network: Transferring Convolutional Features from 2D Images to 3D Anisotropic Volumes. CoRR Siqi Liu, Daguang Xu, Shaohua Kevin Zhou, Thomas Mertelmeier, Julia Wicklein, Anna K. Jerebko, Sasa Grbic, Olivier Pauly, Weidong Cai, Dorin Comaniciu
2017	J	`jnl`	A Fully-Automated Pipeline for Detection and Segmentation of Liver Lesions and Pathological Lymph Nodes. CoRR Assaf Hoogi, John W. Lambert, Yefeng Zheng, Dorin Comaniciu, Daniel L. Rubin
2017	A*	`conf`	An Artificial Agent for Robust Image Registration. AAAI Rui Liao, Shun Miao, Pierre de Tournemire, Sasa Grbic, Ali Kamen, Tommaso Mansi, Dorin Comaniciu
2017	—	`conf`	Automatic Liver Segmentation Using an Adversarial Image-to-Image Network. MICCAI (3) Dong Yang, Daguang Xu, Shaohua Kevin Zhou, Bogdan Georgescu, Mingqing Chen, Sasa Grbic, Dimitris N. Metaxas, Dorin Comaniciu
2017	J	`jnl`	Automatic Liver Segmentation Using an Adversarial Image-to-Image Network. CoRR Dong Yang, Daguang Xu, Shaohua Kevin Zhou, Bogdan Georgescu, Mingqing Chen, Sasa Grbic, Dimitris N. Metaxas, Dorin Comaniciu
2017	—	`conf`	Automatic Vertebra Labeling in Large-Scale 3D CT Using Deep Image-to-Image Network with Message Passing and Sparsity Regularization. IPMI 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
2017	J	`jnl`	Automatic Vertebra Labeling in Large-Scale 3D CT using Deep Image-to-Image Network with Message Passing and Sparsity Regularization. CoRR 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
2017	B	`conf`	Cascaded deep decision networks for classification of endoscopic images. Image Processing Venkatesh N. Murthy, Vivek K. Singh, Shanhui Sun, Subhabrata Bhattacharya, Terrence Chen, Dorin Comaniciu
2017	J	`jnl`	Comprehensive preclinical evaluation of a multi-physics model of liver tumor radiofrequency ablation. Int. J. Comput. Assist. Radiol. Surg. 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
2017	—	`conf`	Deep Image-to-Image Recurrent Network with Shape Basis Learning for Automatic Vertebra Labeling in Large-Scale 3D CT Volumes. MICCAI (3) 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
2017	—	`ch.`	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 Yefeng Zheng, David Liu, Bogdan Georgescu, Daguang Xu, Dorin Comaniciu
2017	J	`jnl`	Personalized mitral valve closure computation and uncertainty analysis from 3D echocardiography. Medical Image Anal. 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
2017	—	`ch.`	Robust Landmark Detection in Volumetric Data with Efficient 3D Deep Learning. Deep Learning and Convolutional Neural Networks for Medical Image Computing Yefeng Zheng, David Liu, Bogdan Georgescu, Hien Nguyen, Dorin Comaniciu
2017	—	`conf`	Robust Multi-scale Anatomical Landmark Detection in Incomplete 3D-CT Data. MICCAI (1) Florin C. Ghesu, Bogdan Georgescu, Sasa Grbic, Andreas K. Maier, Joachim Hornegger, Dorin Comaniciu
2017	J	`jnl`	Towards patient-specific modeling of mitral valve repair: 3D transesophageal echocardiography-derived parameter estimation. Medical Image Anal. 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
2016	J	`jnl`	A Self-Taught Artificial Agent for Multi-Physics Computational Model Personalization. CoRR 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
2016	J	`jnl`	A self-taught artificial agent for multi-physics computational model personalization. Medical Image Anal. 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
2016	—	`conf`	An Artificial Agent for Anatomical Landmark Detection in Medical Images. MICCAI (3) Florin C. Ghesu, Bogdan Georgescu, Tommaso Mansi, Dominik Neumann, Joachim Hornegger, Dorin Comaniciu
2016	J	`jnl`	An Artificial Agent for Robust Image Registration. CoRR Rui Liao, Shun Miao, Pierre de Tournemire, Sasa Grbic, Ali Kamen, Tommaso Mansi, Dorin Comaniciu
2016	A*	`conf`	Deep Decision Network for Multi-class Image Classification. CVPR Venkatesh N. Murthy, Vivek K. Singh, Terrence Chen, R. Manmatha, Dorin Comaniciu
2016	J	`jnl`	Marginal Space Deep Learning: Efficient Architecture for Volumetric Image Parsing. IEEE Trans. Medical Imaging Florin C. Ghesu, Edward Krubasik, Bogdan Georgescu, Vivek K. Singh, Yefeng Zheng, Joachim Hornegger, Dorin Comaniciu
2016	J	`jnl`	Shaping the Future through Innovations: From Medical Imaging to Precision Medicine. CoRR Dorin Comaniciu, Klaus Engel, Bogdan Georgescu, Tommaso Mansi
2016	J	`jnl`	Shaping the future through innovations: From medical imaging to precision medicine. Medical Image Anal. Dorin Comaniciu, Klaus Engel, Bogdan Georgescu, Tommaso Mansi
2015	—	`conf`	3D Deep Learning for Efficient and Robust Landmark Detection in Volumetric Data. MICCAI (1) Yefeng Zheng, David Liu, Bogdan Georgescu, Hien Nguyen, Dorin Comaniciu
2015	J	`jnl`	A parameter estimation framework for patient-specific hemodynamic computations. J. Comput. Phys. Lucian Mihai Itu, Puneet Sharma, Tiziano Passerini, Ali Kamen, Constantin Suciu, Dorin Comaniciu
2015	—	`conf`	Data-Driven Model Reduction for Fast, High Fidelity Atrial Electrophysiology Computations. FIMH Huanhuan Yang, Tiziano Passerini, Tommaso Mansi, Dorin Comaniciu
2015	J	`jnl`	Efficient Lattice Boltzmann Solver for Patient-Specific Radiofrequency Ablation of Hepatic Tumors. IEEE Trans. Medical Imaging Chloé Audigier, Tommaso Mansi, Herve Delingette, Saikiran Rapaka, Viorel Mihalef, Daniel Carnegie, Emad Boctor, Michael A. Choti, Ali Kamen, Nicholas Ayache, Dorin Comaniciu
2015	—	`conf`	Marginal Space Deep Learning: Efficient Architecture for Detection in Volumetric Image Data. MICCAI (1) Florin C. Ghesu, Bogdan Georgescu, Yefeng Zheng, Joachim Hornegger, Dorin Comaniciu
2015	—	`conf`	Propagation of Myocardial Fibre Architecture Uncertainty on Electromechanical Model Parameter Estimation: A Case Study. FIMH 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
2015	—	`conf`	Robust Live Tracking of Mitral Valve Annulus for Minimally-Invasive Intervention Guidance. MICCAI (1) Ingmar Voigt, Mihai Scutaru, Tommaso Mansi, Bogdan Georgescu, Noha El-Zehiry, Helene Houle, Dorin Comaniciu
2015	J	`jnl`	Robust object tracking using semi-supervised appearance dictionary learning. Pattern Recognit. Lett. Lei Zhang, Wen Wu, Terrence Chen, Norbert Strobel, Dorin Comaniciu
2015	—	`conf`	Vito - A Generic Agent for Multi-physics Model Personalization: Application to Heart Modeling. MICCAI (2) 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
2014	J	`jnl`	Automatic Detection and Measurement of Structures in Fetal Head Ultrasound Volumes Using Sequential Estimation and Integrated Detection Network (IDN). IEEE Trans. Medical Imaging Michal Sofka, Jingdan Zhang, Sara Good, Shaohua Kevin Zhou, Dorin Comaniciu
2014	—	`conf`	Automatic image-to-model framework for patient-specific electromechanical modeling of the heart. ISBI 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
2014	J	`jnl`	Data-driven estimation of cardiac electrical diffusivity from 12-lead ECG signals. Medical Image Anal. 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
2014	—	`conf`	Estimation of Regional Electrical Properties of the Heart from 12-Lead ECG and Images. STACOM 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
2014	—	`conf`	Lung Segmentation from CT with Severe Pathologies Using Anatomical Constraints. MICCAI (1) Neil Birkbeck, Timo Kohlberger, Jingdan Zhang, Michal Sofka, Jens N. Kaftan, Dorin Comaniciu, Shaohua Kevin Zhou
2014	—	`book`	Marginal Space Learning for Medical Image Analysis - Efficient Detection and Segmentation of Anatomical Structures Yefeng Zheng, Dorin Comaniciu
2014	—	`conf`	Model based non-invasive estimation of PV loop from echocardiography. EMBC Lucian Mihai Itu, Puneet Sharma, Bogdan Georgescu, Ali Kamen, Constantin Suciu, Dorin Comaniciu
2014	J	`jnl`	Multi-Part Modeling and Segmentation of Left Atrium in C-Arm CT for Image-Guided Ablation of Atrial Fibrillation. IEEE Trans. Medical Imaging Yefeng Zheng, Dong Yang, Matthias John, Dorin Comaniciu
2014	—	`conf`	Multi-modal Validation Framework of Mitral Valve Geometry and Functional Computational Models. STACOM 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
2014	—	`conf`	Parameter Estimation for Personalization of Liver Tumor Radiofrequency Ablation. ABDI@MICCAI Chloé Audigier, Tommaso Mansi, Hervé Delingette, Saikiran Rapaka, Viorel Mihalef, Daniel Carnegie, Emad Boctor, Michael A. Choti, Ali Kamen, Dorin Comaniciu, Nicholas Ayache
2014	—	`conf`	Robust Detection of Mitral Papillary Muscle from 4D Transesophageal Echocardiography. STACOM Mihai Scutaru, Ingmar Voigt, Tommaso Mansi, Anand Tatpati, Razvan Ioan Ionasec, Helene Houle, Dorin Comaniciu
2014	—	`conf`	Robust Image-Based Estimation of Cardiac Tissue Parameters and Their Uncertainty from Noisy Data. MICCAI (2) 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
2013	—	`conf`	A Framework for the Pre-clinical Validation of LBM-EP for the Planning and Guidance of Ventricular Tachycardia Ablation. STACOM 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
2013	—	`conf`	A novel coupling algorithm for computing blood flow in viscoelastic arterial models. EMBC Lucian Mihai Itu, Puneet Sharma, Ali Kamen, Constantin Suciu, Dorin Comaniciu
2013	—	`conf`	Advanced intervention planning for Transcatheter Aortic Valve Implantations (TAVI) from CT using volumetric models. ISBI Sasa Grbic, Razvan Ioan Ionasec, Tommaso Mansi, Bogdan Georgescu, Fernando Vega Higuera, Nassir Navab, Dorin Comaniciu
2013	—	`conf`	Automatic Personalization of the Mitral Valve Biomechanical Model Based on 4D Transesophageal Echocardiography. STACOM Jingjing Kanik, Tommaso Mansi, Ingmar Voigt, Puneet Sharma, Razvan Ioan Ionasec, Dorin Comaniciu, James S. Duncan
2013	—	`conf`	Data-Driven Reduction of a Cardiac Myofilament Model. FIMH Tommaso Mansi, Bogdan Georgescu, Jagir Hussan, Peter J. Hunter, Ali Kamen, Dorin Comaniciu
2013	—	`conf`	Estimation of patient-specific material properties of the mitral valve using 4D Transesophageal Echocardiography. ISBI Jingjing Kanik, Tommaso Mansi, Ingmar Voigt, Puneet Sharma, Razvan Ioan Ionasec, Dorin Comaniciu, James S. Duncan
2013	—	`conf`	Fast Data-Driven Calibration of a Cardiac Electrophysiology Model from Images and ECG. MICCAI (1) 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
2013	—	`conf`	From Medical Images to Fast Computational Models of Heart Electromechanics: An Integrated Framework towards Clinical Use. FIMH 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
2013	—	`conf`	Image-Based Computational Models for TAVI Planning: From CT Images to Implant Deployment. MICCAI (2) Sasa Grbic, Tommaso Mansi, Razvan Ioan Ionasec, Ingmar Voigt, Helene Houle, Matthias John, Max Schoebinger, Nassir Navab, Dorin Comaniciu
2013	J	`jnl`	Image-based Co-Registration of Angiography and Intravascular Ultrasound Images. IEEE Trans. Medical Imaging Peng Wang, Olivier Ecabert, Terrence Chen, Michael Wels, Johannes Rieber, Martin Ostermeier, Dorin Comaniciu
2013	—	`conf`	Lattice Boltzmann Method for Fast Patient-Specific Simulation of Liver Tumor Ablation from CT Images. MICCAI (3) 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
2013	J	`jnl`	Lymph node detection and segmentation in chest CT data using discriminative learning and a spatial prior. Medical Image Anal. Johannes Feulner, Shaohua Kevin Zhou, Matthias Hammon, Joachim Hornegger, Dorin Comaniciu
2013	—	`conf`	Model-Based Estimation of 4D Relative Pressure Map from 4D Flow MR Images. STACOM Viorel Mihalef, Saikiran Rapaka, Mehmet A. Gülsün, Angelo Scorza, Puneet Sharma, Lucian Mihai Itu, Ali Kamen, Alex Barker, Michael Markl, Dorin Comaniciu
2013	J	`jnl`	Spine detection in CT and MR using iterated marginal space learning. Medical Image Anal. B. Michael Kelm, Michael Wels, Shaohua Kevin Zhou, Sascha Seifert, Michael Sühling, Yefeng Zheng, Dorin Comaniciu
2012	—	`conf`	A Personalized Biomechanical Model for Respiratory Motion Prediction. MICCAI (3) Bernhard Fuerst, Tommaso Mansi, Jianwen Zhang, Parmeshwar Khurd, Jérôme Declerck, Thomas Boettger, Nassir Navab, John E. Bayouth, Dorin Comaniciu, Ali Kamen
2012	—	`conf`	A framework for personalization of coronary flow computations during rest and hyperemia. EMBC Puneet Sharma, Lucian Mihai Itu, Xudong Zheng, Ali Kamen, Dominik Bernhardt, Constantin Suciu, Dorin Comaniciu
2012	J	`jnl`	An integrated framework for finite-element modeling of mitral valve biomechanics from medical images: Application to MitralClip intervention planning. Medical Image Anal. Tommaso Mansi, Ingmar Voigt, Bogdan Georgescu, Xudong Zheng, Etienne Assoumou Mengue, Michael Hackl, Razvan Ioan Ionasec, Thilo Noack, Joerg Seeburger, Dorin Comaniciu
2012	J	`jnl`	Automatic Aorta Segmentation and Valve Landmark Detection in C-Arm CT for Transcatheter Aortic Valve Implantation. IEEE Trans. Medical Imaging Yefeng Zheng, Matthias John, Rui Liao, Alois Nöttling, Jan M. Boese, Jörg Kempfert, Thomas Walther, Gernot Brockmann, Dorin Comaniciu
2012	—	`conf`	Automatic Detection and Quantification of Mitral Regurgitation on TTE with Application to Assist Mitral Clip Planning and Evaluation. CLIP Yang Wang, Dime Vitanovski, Bogdan Georgescu, Razvan Ioan Ionasec, Ingmar Voigt, Saurabh Datta, Christiane Gruner, Bernhard Herzog, Patric Biaggi, Gareth Funka-Lea, Dorin Comaniciu
2012	J	`jnl`	Automatic Detection and Segmentation of Lymph Nodes From CT Data. IEEE Trans. Medical Imaging Adrian Barbu, Michael Sühling, Xun Xu, David Liu, Shaohua Kevin Zhou, Dorin Comaniciu
2012	—	`conf`	Automatic Localization of Balloon Markers and Guidewire in Rotational Fluoroscopy with Application to 3D Stent Reconstruction. ECCV (6) Yu Wang, Terrence Chen, Peng Wang, Christopher Rohkohl, Dorin Comaniciu
2012	—	`conf`	Catheter Tracking via Online Learning for Dynamic Motion Compensation in Transcatheter Aortic Valve Implantation. MICCAI (2) Peng Wang, Yefeng Zheng, Matthias John, Dorin Comaniciu
2012	J	`jnl`	Complete valvular heart apparatus model from 4D cardiac CT. Medical Image Anal. Sasa Grbic, Razvan Ioan Ionasec, Dime Vitanovski, Ingmar Voigt, Yang Wang, Bogdan Georgescu, Nassir Navab, Dorin Comaniciu
2012	—	`conf`	Data-Driven Breast Decompression and Lesion Mapping from Digital Breast Tomosynthesis. MICCAI (1) Michael Wels, B. Michael Kelm, Matthias Hammon, Anna K. Jerebko, Michael Sühling, Dorin Comaniciu
2012	—	`conf`	Data-driven computational models of heart anatomy, mechanics and hemodynamics: An integrated framework. ISBI 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
2012	—	`conf`	Enhancement of organ of interest via background subtraction in cone beam rotational angiocardiogram. ISBI Mingqing Chen, Yefeng Zheng, Kerstin Müller, Christopher Rohkohl, Guenter Lauritsch, Jan M. Boese, Dorin Comaniciu
2012	—	`conf`	Fast tracking of catheters in 2D fluoroscopic images using an integrated CPU-GPU framework. ISBI Wen Wu, Terrence Chen, Norbert Strobel, Dorin Comaniciu
2012	—	`conf`	Hemodynamic Assessment of Pre- and Post-operative Aortic Coarctation from MRI. MICCAI (2) Kristof Ralovich, Lucian Mihai Itu, Viorel Mihalef, Puneet Sharma, Razvan Ioan Ionasec, Dime Vitanovski, Waldemar Krawtschuk, Allen Everett, Richard Ringel, Nassir Navab, Dorin Comaniciu
2012	—	`conf`	LBM-EP: Lattice-Boltzmann Method for Fast Cardiac Electrophysiology Simulation from 3D Images. MICCAI (2) Saikiran Rapaka, Tommaso Mansi, Bogdan Georgescu, Mihaela Pop, Graham A. Wright, Ali Kamen, Dorin Comaniciu
2012	—	`conf`	Multi-stage osteolytic spinal bone lesion detection from CT data with internal sensitivity control. Computer-Aided Diagnosis Michael Wels, B. Michael Kelm, Alexey Tsymbal, Matthias Hammon, Grzegorz Soza, Michael Sühling, Alexander Cavallaro, Dorin Comaniciu
2012	—	`conf`	Personalized learning-based segmentation of thoracic aorta and main branches for diagnosis and treatment planning. ISBI Dime Vitanovski, Kristof Ralovich, Razvan Ioan Ionasec, Yefeng Zheng, Michael Sühling, Waldemar Krawtschuk, Joachim Hornegger, Dorin Comaniciu
2012	—	`conf`	Precise segmentation of the left atrium in C-arm CT volumes with applications to atrial fibrillation ablation. ISBI Yefeng Zheng, Matthias John, Jan M. Boese, Dorin Comaniciu
2012	—	`conf`	Real Time Assistance for Stent Positioning and Assessment by Self-initialized Tracking. MICCAI (1) Terrence Chen, Yu Wang, Peter Durlak, Dorin Comaniciu
2012	—	`conf`	Robust pigtail catheter tip detection in fluoroscopy. Image-Guided Procedures Stratis Tzoumas, Peng Wang, Yefeng Zheng, Matthias John, Dorin Comaniciu
2012	—	`conf`	Robust tracking of a virtual electrode on a coronary sinus catheter for atrial fibrillation ablation procedures. Image-Guided Procedures Wen Wu, Terrence Chen, Norbert Strobel, Dorin Comaniciu
2012	—	`conf`	Ultrasound and Fluoroscopic Images Fusion by Autonomous Ultrasound Probe Detection. MICCAI (2) Peter Mountney, Razvan Ioan Ionasec, Markus Kaiser, Sina Mamaghani, Wen Wu, Terrence Chen, Matthias John, Jan M. Boese, Dorin Comaniciu
2011	—	`conf`	A Discriminative Distance Learning-Based CBIR Framework for Characterization of Indeterminate Liver Lesions. MCBR-CDS María Jimena Costa, Alexey Tsymbal, Matthias Hammon, Alexander Cavallaro, Michael Sühling, Sascha Seifert, Dorin Comaniciu
2011	J	`jnl`	A Probabilistic Model for Automatic Segmentation of the Esophagus in 3-D CT Scans. IEEE Trans. Medical Imaging Johannes Feulner, Shaohua Kevin Zhou, Matthias Hammon, Sascha Seifert, Martin Huber, Dorin Comaniciu, Joachim Hornegger, Alexander Cavallaro
2011	—	`conf`	A method for mass candidate detection and an application to liver lesion detection. Computer-Aided Diagnosis María Jimena Costa, Alexey Tsymbal, William Nguatem, Michael Sühling, Shaohua Kevin Zhou, Dorin Comaniciu
2011	—	`conf`	Accurate Regression-Based 4D Mitral Valve Surface Reconstruction from 2D+t MRI Slices. MLMI Dime Vitanovski, Alexey Tsymbal, Razvan Ioan Ionasec, Michaela Schmidt, Andreas Greiser, Edgar Mueller, Xiaoguang Lu, Gareth Funka-Lea, Joachim Hornegger, Dorin Comaniciu
2011	—	`conf`	Automatic Delineation of Left and Right Ventricles in Cardiac MRI Sequences Using a Joint Ventricular Model. FIMH Xiaoguang Lu, Yang Wang, Bogdan Georgescu, Arne Littmann, Dorin Comaniciu
2011	—	`conf`	Automatic Extraction of 3D Dynamic Left Ventricle Model from 2D Rotational Angiocardiogram. MICCAI (3) Mingqing Chen, Yefeng Zheng, Kerstin Müller, Christopher Rohkohl, Guenter Lauritsch, Jan M. Boese, Gareth Funka-Lea, Joachim Hornegger, Dorin Comaniciu
2011	—	`conf`	Automatic View Planning for Cardiac MRI Acquisition. MICCAI (3) 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
2011	—	`conf`	Automatic cardiac flow quantification on 3D volume color Doppler data. ISBI Yang Wang, Bogdan Georgescu, Saurabh Datta, Shizhen Liu, Mani A. Vannan, Dorin Comaniciu
2011	J	`jnl`	Comparing axial CT slices in quantized N-dimensional SURF descriptor space to estimate the visible body region. Comput. Medical Imaging Graph. Johannes Feulner, Shaohua Kevin Zhou, Elli Angelopoulou, Sascha Seifert, Alexander Cavallaro, Joachim Hornegger, Dorin Comaniciu
2011	—	`conf`	Detection, Grading and Classification of Coronary Stenoses in Computed Tomography Angiography. MICCAI (3) B. Michael Kelm, Sushil Mittal, Yefeng Zheng, Alexey Tsymbal, Dominik Bernhardt, Fernando Vega Higuera, Shaohua Kevin Zhou, Peter Meer, Dorin Comaniciu
2011	—	`conf`	Efficient Detection of Native and Bypass Coronary Ostia in Cardiac CT Volumes: Anatomical vs. Pathological Structures. MICCAI (3) Yefeng Zheng, Hüseyin Tek, Gareth Funka-Lea, Shaohua Kevin Zhou, Fernando Vega Higuera, Dorin Comaniciu
2011	—	`conf`	Fully automatic segmentation of wrist bones for arthritis patients. ISBI Martin Koch, Alexander G. Schwing, Dorin Comaniciu, Marc Pollefeys
2011	—	`conf`	Image-Based Device Tracking for the Co-registration of Angiography and Intravascular Ultrasound Images. MICCAI (1) Peng Wang, Terrence Chen, Olivier Ecabert, Simone Prummer, Martin Ostermeier, Dorin Comaniciu
2011	—	`conf`	Learning distance function for regression-based 4D pulmonary trunk model reconstruction estimated from sparse MRI data. Image-Guided Procedures Dime Vitanovski, Alexey Tsymbal, Razvan Ioan Ionasec, Bogdan Georgescu, Shaohua Kevin Zhou, Joachim Hornegger, Dorin Comaniciu
2011	A*	`conf`	Learning-based hypothesis fusion for robust catheter tracking in 2D X-ray fluoroscopy. CVPR Wen Wu, Terrence Chen, Peng Wang, Shaohua Kevin Zhou, Dorin Comaniciu, Adrian Barbu, Norbert Strobel
2011	B	`conf`	Machine learning based vesselness measurement for coronary artery segmentation in cardiac CT volumes. Image Processing Yefeng Zheng, Maciej Loziczonek, Bogdan Georgescu, Shaohua Kevin Zhou, Fernando Vega Higuera, Dorin Comaniciu
2011	—	`conf`	Model-Based Fusion of Multi-modal Volumetric Images: Application to Transcatheter Valve Procedures. MICCAI (1) Sasa Grbic, Razvan Ioan Ionasec, Yang Wang, Tommaso Mansi, Bogdan Georgescu, Matthias John, Jan M. Boese, Yefeng Zheng, Nassir Navab, Dorin Comaniciu
2011	—	`conf`	Multi-part Left Atrium Modeling and Segmentation in C-Arm CT Volumes for Atrial Fibrillation Ablation. MICCAI (3) Yefeng Zheng, Tianzhou Wang, Matthias John, Shaohua Kevin Zhou, Jan M. Boese, Dorin Comaniciu
2011	—	`conf`	Patient-Specific Model of Left Heart Anatomy, Dynamics and Hemodynamics from 4D TEE: A First Validation Study. FIMH Ingmar Voigt, Tommaso Mansi, Viorel Mihalef, Razvan Ioan Ionasec, Anna Calleja, Etienne Assoumou Mengue, Puneet Sharma, Helene Houle, Bogdan Georgescu, Joachim Hornegger, Dorin Comaniciu
2011	J	`jnl`	Prediction Based Collaborative Trackers (PCT): A Robust and Accurate Approach Toward 3D Medical Object Tracking. IEEE Trans. Medical Imaging Lin Yang, Bogdan Georgescu, Yefeng Zheng, Yang Wang, Peter Meer, Dorin Comaniciu
2011	—	`conf`	Robust Physically-Constrained Modeling of the Mitral Valve and Subvalvular Apparatus. MICCAI (3) Ingmar Voigt, Tommaso Mansi, Razvan Ioan Ionasec, Etienne Assoumou Mengue, Helene Houle, Bogdan Georgescu, Joachim Hornegger, Dorin Comaniciu
2011	—	`conf`	Robust and Fast Contrast Inflow Detection for 2D X-ray Fluoroscopy. MICCAI (1) Terrence Chen, Gareth Funka-Lea, Dorin Comaniciu
2011	A*	`conf`	Robust discriminative wire structure modeling with application to stent enhancement in fluoroscopy. CVPR Xiaoguang Lu, Terrence Chen, Dorin Comaniciu
2011	—	`conf`	Segmentation Based Features for Lymph Node Detection from 3-D Chest CT. MLMI Johannes Feulner, Shaohua Kevin Zhou, Matthias Hammon, Joachim Hornegger, Dorin Comaniciu
2011	—	`conf`	Towards Patient-Specific Finite-Element Simulation of MitralClip Procedure. MICCAI (1) Tommaso Mansi, Ingmar Voigt, Etienne Assoumou Mengue, Razvan Ioan Ionasec, Bogdan Georgescu, Thilo Noack, Joerg Seeburger, Dorin Comaniciu
2010	—	`conf`	Aortic valve and ascending aortic root modeling from 3D and 3D+t CT. Image-Guided Procedures Sasa Grbic, Razvan Ioan Ionasec, Dominik Zäuner, Yefeng Zheng, Bogdan Georgescu, Dorin Comaniciu
2010	—	`conf`	Automatic Detection and Segmentation of Axillary Lymph Nodes. MICCAI (1) Adrian Barbu, Michael Sühling, Xun Xu, David Liu, Shaohua Kevin Zhou, Dorin Comaniciu
2010	—	`conf`	Cardiac Anchoring in MRI through Context Modeling. MICCAI (1) Xiaoguang Lu, Bogdan Georgescu, Marie-Pierre Jolly, Jens Guehring, Alistair A. Young, Brett R. Cowan, Arne Littmann, Dorin Comaniciu
2010	—	`conf`	Complete Valvular Heart Apparatus Model from 4D Cardiac CT. MICCAI (1) Sasa Grbic, Razvan Ioan Ionasec, Dime Vitanovski, Ingmar Voigt, Yang Wang, Bogdan Georgescu, Nassir Navab, Dorin Comaniciu
2010	—	`conf`	Computational Decision Support for Percutaneous Aortic Valve Implantation. MIAR Ingmar Voigt, Razvan Ioan Ionasec, Bogdan Georgescu, Jan M. Boese, Gernot Brockmann, Joachim Hornegger, Dorin Comaniciu
2010	—	`conf`	Cross-Modality Assessment and Planning for Pulmonary Trunk Treatment Using CT and MRI Imaging. MICCAI (1) Dime Vitanovski, Alexey Tsymbal, Razvan Ioan Ionasec, Bogdan Georgescu, Martin Huber, Andrew Mayall Taylor, Silvia Schievano, Shaohua Kevin Zhou, Joachim Hornegger, Dorin Comaniciu
2010	—	`conf`	Database-guided breast tumor detection and segmentation in 2D ultrasound images. Computer-Aided Diagnosis Jingdan Zhang, Shaohua Kevin Zhou, Shelby Brunke, Carol Lowery, Dorin Comaniciu
2010	—	`conf`	Detection and retrieval of cysts in joint ultrasound B-mode and elasticity breast images. ISBI Jingdan Zhang, Shaohua Kevin Zhou, Shelby Brunke, Carol Lowery, Dorin Comaniciu
2010	—	`conf`	Detection of 3D Spinal Geometry Using Iterated Marginal Space Learning. MCV B. Michael Kelm, Shaohua Kevin Zhou, Michael Sühling, Yefeng Zheng, Michael Wels, Dorin Comaniciu
2010	—	`conf`	Fast Automatic Detection of Calcified Coronary Lesions in 3D Cardiac CT Images. MLMI Sushil Mittal, Yefeng Zheng, Bogdan Georgescu, Fernando Vega Higuera, Shaohua Kevin Zhou, Peter Meer, Dorin Comaniciu
2010	—	`conf`	Fast and Automatic Heart Isolation in 3D CT Volumes: Optimal Shape Initialization. MLMI Yefeng Zheng, Fernando Vega Higuera, Shaohua Kevin Zhou, Dorin Comaniciu
2010	—	`conf`	Graph Based Interactive Detection of Curve Structures in 2D Fluoroscopy. MICCAI (3) Peng Wang, Wei-Shing Liao, Terrence Chen, Shaohua Kevin Zhou, Dorin Comaniciu
2010	B	`conf`	Learning discriminative distance functions for valve retrieval and improved decision support in valvular heart disease. Image Processing Ingmar Voigt, Dime Vitanovski, Razvan Ioan Ionasec, Alexey Tsymbal, Bogdan Georgescu, Shaohua Kevin Zhou, Martin Huber, Nassir Navab, Joachim Hornegger, Dorin Comaniciu
2010	—	`conf`	Learning-based 3D myocardial motion flow estimation using high frame rate volumetric ultrasound data. ISBI Yang Wang, Bogdan Georgescu, Dorin Comaniciu, Helene Houle
2010	A*	`conf`	Lymph node detection in 3-D chest CT using a spatial prior probability. CVPR Johannes Feulner, Shaohua Kevin Zhou, Martin Huber, Joachim Hornegger, Dorin Comaniciu, Alexander Cavallaro
2010	—	`conf`	Model-Based Esophagus Segmentation from CT Scans Using a Spatial Probability Map. MICCAI (1) Johannes Feulner, Shaohua Kevin Zhou, Martin Huber, Alexander Cavallaro, Joachim Hornegger, Dorin Comaniciu
2010	A*	`conf`	Multiple object detection by sequential monte carlo and Hierarchical Detection Network. CVPR Michal Sofka, Jingdan Zhang, Shaohua Kevin Zhou, Dorin Comaniciu
2010	J	`jnl`	Patient-Specific Modeling and Quantification of the Aortic and Mitral Valves From 4-D Cardiac CT and TEE. IEEE Trans. Medical Imaging Razvan Ioan Ionasec, Ingmar Voigt, Bogdan Georgescu, Yang Wang, Helene Houle, Fernando Vega Higuera, Nassir Navab, Dorin Comaniciu
2010	—	`conf`	Patient-specific modeling of left heart anatomy, dynamics and hemodynamics from high resolution 4D CT. ISBI Viorel Mihalef, Razvan Ioan Ionasec, Yang Wang, Yefeng Zheng, Bogdan Georgescu, Dorin Comaniciu
2010	—	`conf`	Robust ultrasound image analysis using learning. ISBI Dorin Comaniciu
2010	A*	`conf`	Search strategies for multiple landmark detection by submodular maximization. CVPR David Liu, Shaohua Kevin Zhou, Dominik Bernhardt, Dorin Comaniciu
2010	—	`conf`	Using needle detection and tracking for motion compensation in abdominal interventions. ISBI Peng Wang, Marcus Pfister, Terrence Chen, Dorin Comaniciu
2010	—	`conf`	Volumetric Myocardial Mechanics from 3D+t Ultrasound Data with Multi-model Tracking. STACOM/CESC Yang Wang, Bogdan Georgescu, Helene Houle, Dorin Comaniciu
2009	A*	`conf`	Automatic fetal face detection from ultrasound volumes via learning 3D and 2D information. CVPR Shaolei Feng, Shaohua Kevin Zhou, Sara Good, Dorin Comaniciu
2009	B	`conf`	Automatic left ventricle detection in MRI images using marginal space learning and component-based voting. Image Processing Yefeng Zheng, Xiaoguang Lu, Bogdan Georgescu, Arne Littmann, Edgar Mueller, Dorin Comaniciu
2009	A*	`conf`	Automatic ovarian follicle quantification from 3D ultrasound data using global/local context with database guided segmentation. ICCV Terrence Chen, Wei Zhang, Sara Good, Shaohua Kevin Zhou, Dorin Comaniciu
2009	A*	`conf`	Constrained marginal space learning for efficient 3D anatomical structure detection in medical images. CVPR Yefeng Zheng, Bogdan Georgescu, Haibin Ling, Shaohua Kevin Zhou, Michael Scheuering, Dorin Comaniciu
2009	B	`conf`	Coronary DSA: enhancing coronary tree visibility through discriminative learning and robust motion estimation. Image Processing Ying Zhu, Simone Prummer, Terrence Chen, Martin Ostermeier, Dorin Comaniciu
2009	—	`conf`	Coronary Tree Extraction Using Motion Layer Separation. MICCAI (1) Wei Zhang, Haibin Ling, Simone Prummer, Shaohua Kevin Zhou, Martin Ostermeier, Dorin Comaniciu
2009	—	`conf`	Discriminative Joint Context for Automatic Landmark Set Detection from a Single Cardiac MR Long Axis Slice. FIMH Xiaoguang Lu, Bogdan Georgescu, Arne Littmann, Edgar Mueller, Dorin Comaniciu
2009	—	`conf`	Dynamic Layer Separation for Coronary DSA and Enhancement in Fluoroscopic Sequences. MICCAI (1) Ying Zhu, Simone Prummer, Peng Wang, Terrence Chen, Dorin Comaniciu, Martin Ostermeier
2009	B	`conf`	Estimating the body portion of CT volumes by matching histograms of visual words. Image Processing Johannes Feulner, Shaohua Kevin Zhou, Sascha Seifert, Alexander Cavallaro, Joachim Hornegger, Dorin Comaniciu
2009	—	`conf`	Fast Automatic Segmentation of the Esophagus from 3D CT Data Using a Probabilistic Model. MICCAI (1) Johannes Feulner, Shaohua Kevin Zhou, Alexander Cavallaro, Sascha Seifert, Joachim Hornegger, Dorin Comaniciu
2009	—	`conf`	Fast and Robust 3-D MRI Brain Structure Segmentation. MICCAI (1) Michael Wels, Yefeng Zheng, Gustavo Carneiro, Martin Huber, Joachim Hornegger, Dorin Comaniciu
2009	B	`conf`	Hierarchical guidewire tracking in fluoroscopic sequences. Image Processing Peng Wang, Ying Zhu, Wei Zhang, Terrence Chen, Peter Durlak, Ulrich Bill, Dorin Comaniciu
2009	B	`conf`	Hierarchical parsing and semantic navigation of full body CT data. Image Processing Sascha Seifert, Adrian Barbu, Shaohua Kevin Zhou, David Liu, Johannes Feulner, Martin Huber, Michael Sühling, Alexander Cavallaro, Dorin Comaniciu
2009	B	`conf`	Left ventricle endocardium segmentation for cardiac CT volumes using an optimal smooth surface. Image Processing Yefeng Zheng, Bogdan Georgescu, Fernando Vega Higuera, Dorin Comaniciu
2009	—	`conf`	Marginal Space Learning for Efficient Detection of 2D/3D Anatomical Structures in Medical Images. IPMI Yefeng Zheng, Bogdan Georgescu, Dorin Comaniciu
2009	—	`conf`	Model-driven physiological assessment of the mitral valve from 4D TEE. Image-Guided Procedures Ingmar Voigt, Razvan Ioan Ionasec, Bogdan Georgescu, Helene Houle, Martin Huber, Joachim Hornegger, Dorin Comaniciu
2009	—	`conf`	Personalized Modeling and Assessment of the Aortic-Mitral Coupling from 4D TEE and CT. MICCAI (1) Razvan Ioan Ionasec, Ingmar Voigt, Bogdan Georgescu, Yang Wang, Helene Houle, Joachim Hornegger, Nassir Navab, Dorin Comaniciu
2009	—	`conf`	Personalized Pulmonary Trunk Modeling for Intervention Planning and Valve Assessment Estimated from CT Data. MICCAI (1) Dime Vitanovski, Razvan Ioan Ionasec, Bogdan Georgescu, Martin Huber, Andrew Mayall Taylor, Joachim Hornegger, Dorin Comaniciu
2009	A*	`conf`	Robust guidewire tracking in fluoroscopy. CVPR Peng Wang, Terrence Chen, Ying Zhu, Wei Zhang, Shaohua Kevin Zhou, Dorin Comaniciu
2009	A*	`conf`	Robust motion estimation using trajectory spectrum learning: Application to aortic and mitral valve modeling from 4D TEE. ICCV Razvan Ioan Ionasec, Yang Wang, Bogdan Georgescu, Ingmar Voigt, Nassir Navab, Dorin Comaniciu
2009	A*	`conf`	Robust object detection using marginal space learning and ranking-based multi-detector aggregation: Application to left ventricle detection in 2D MRI images. CVPR Yefeng Zheng, Xiaoguang Lu, Bogdan Georgescu, Arne Littmann, Edgar Mueller, Dorin Comaniciu
2009	B	`conf`	Shape-based diagnosis of the aortic valve. Image Processing Razvan Ioan Ionasec, Alexey Tsymbal, Dime Vitanovski, Bogdan Georgescu, Shaohua Kevin Zhou, Nassir Navab, Dorin Comaniciu
2009	—	`ch.`	Similarity Learning for Motion Estimation. Semantic Mining Technologies for Multimedia Databases Shaohua Kevin Zhou, Jie Shao, Bogdan Georgescu, Dorin Comaniciu
2009	B	`conf`	User-constrained guidewire localization in fluoroscopy. Image Processing Philippe Mazouer, Terrence Chen, Ying Zhu, Peng Wang, Peter Durlak, Jean-Philippe Thiran, Dorin Comaniciu
2009	J	`jnl`	Visual Tracking by Continuous Density Propagation in Sequential Bayesian Filtering Framework. IEEE Trans. Pattern Anal. Mach. Intell. Bohyung Han, Ying Zhu, Dorin Comaniciu, Larry S. Davis
2008	A*	`conf`	3D ultrasound tracking of the left ventricle using one-step forward prediction and data fusion of collaborative trackers. CVPR Lin Yang, Bogdan Georgescu, Yefeng Zheng, Peter Meer, Dorin Comaniciu
2008	—	`conf`	A Discriminative Model-Constrained Graph Cuts Approach to Fully Automated Pediatric Brain Tumor Segmentation in 3-D MRI. MICCAI (1) Michael Wels, Gustavo Carneiro, Alexander Aplas, Martin Huber, Joachim Hornegger, Dorin Comaniciu
2008	—	`conf`	A fast and accurate tracking algorithm of left ventricles in 3D echocardiography. ISBI Lin Yang, Bogdan Georgescu, Yefeng Zheng, David J. Foran, Dorin Comaniciu
2008	—	`conf`	A learning based hierarchical model for vessel segmentation. ISBI Richard Socher, Adrian Barbu, Dorin Comaniciu
2008	A*	`conf`	Accurate polyp segmentation for 3D CT colongraphy using multi-staged probabilistic binary learning and compositional model. CVPR Le Lu, Adrian Barbu, Matthias Wolf, Jianming Liang, Marcos Salganicoff, Dorin Comaniciu
2008	—	`conf`	AutoGate: Fast and Automatic Doppler Gate Localization in B-Mode Echocardiogram. MICCAI (2) Jin Hyeong Park, Shaohua Kevin Zhou, Costas Simopoulos, Dorin Comaniciu
2008	—	`conf`	AutoMPR: Automatic detection of standard planes in 3D echocardiography. ISBI Xiaoguang Lu, Bogdan Georgescu, Yefeng Zheng, Joanne Otsuki, Dorin Comaniciu
2008	—	`conf`	Automatic Mitral Valve Inflow Measurements from Doppler Echocardiography. MICCAI (1) Jin Hyeong Park, Shaohua Kevin Zhou, John Jackson, Dorin Comaniciu
2008	A*	`conf`	Conditional density learning via regression with application to deformable shape segmentation. CVPR Jingdan Zhang, Shaohua Kevin Zhou, Dorin Comaniciu, Leonard McMillan
2008	J	`jnl`	Detection and Measurement of Fetal Anatomies from Ultrasound Images using a Constrained Probabilistic Boosting Tree. IEEE Trans. Medical Imaging Gustavo Carneiro, Bogdan Georgescu, Sara Good, Dorin Comaniciu
2008	—	`conf`	Discriminative Learning for Deformable Shape Segmentation: A Comparative Study. ECCV (1) Jingdan Zhang, Shaohua Kevin Zhou, Dorin Comaniciu, Leonard McMillan
2008	—	`conf`	Dynamic Model-Driven Quantitative and Visual Evaluation of the Aortic Valve from 4D CT. MICCAI (1) Razvan Ioan Ionasec, Bogdan Georgescu, Eva Gassner, Sebastian Vogt, Oliver Kutter, Michael Scheuering, Nassir Navab, Dorin Comaniciu
2008	J	`jnl`	Four-Chamber Heart Modeling and Automatic Segmentation for 3-D Cardiac CT Volumes Using Marginal Space Learning and Steerable Features. IEEE Trans. Medical Imaging Yefeng Zheng, Adrian Barbu, Bogdan Georgescu, Michael Scheuering, Dorin Comaniciu
2008	B	`conf`	Four-chamber heart modeling and automatic segmentation for 3D cardiac CT volumes. Image Processing Yefeng Zheng, Bogdan Georgescu, Adrian Barbu, Michael Scheuering, Dorin Comaniciu
2008	A*	`conf`	Hierarchical, learning-based automatic liver segmentation. CVPR Haibin Ling, Shaohua Kevin Zhou, Yefeng Zheng, Bogdan Georgescu, Michael Sühling, Dorin Comaniciu
2008	A*	`conf`	Semantic-based indexing of fetal anatomies from 3-D ultrasound data using global/semi-local context and sequential sampling. CVPR Gustavo Carneiro, Fernando Amat, Bogdan Georgescu, Sara Good, Dorin Comaniciu
2008	J	`jnl`	Sequential Kernel Density Approximation and Its Application to Real-Time Visual Tracking. IEEE Trans. Pattern Anal. Mach. Intell. Bohyung Han, Dorin Comaniciu, Ying Zhu, Larry S. Davis
2008	—	`conf`	Simultaneous Detection and Registration for Ileo-Cecal Valve Detection in 3D CT Colonography. ECCV (4) Le Lu, Adrian Barbu, Matthias Wolf, Jianming Liang, Luca Bogoni, Marcos Salganicoff, Dorin Comaniciu
2007	A*	`conf`	A boosting regression approach to medical anatomy detection. CVPR Shaohua Kevin Zhou, Jinghao Zhou, Dorin Comaniciu
2007	A*	`conf`	A probabilistic, hierarchical, and discriminant framework for rapid and accurate detection of deformable anatomic structure. ICCV Shaohua Kevin Zhou, Feng Guo, Gustavo Carneiro, John Jackson, M. Brendel, Costas Simopoulos, Joanne Otsuki, Dorin Comaniciu
2007	A*	`conf`	Automatic Cardiac View Classification of Echocardiogram. ICCV Jin Hyeong Park, Shaohua Kevin Zhou, Costas Simopoulos, Joanne Otsuki, Dorin Comaniciu
2007	—	`conf`	Automatic Fetal Measurements in Ultrasound Using Constrained Probabilistic Boosting Tree. MICCAI (2) Gustavo Carneiro, Bogdan Georgescu, Sara Good, Dorin Comaniciu
2007	A*	`conf`	Fast Automatic Heart Chamber Segmentation from 3D CT Data Using Marginal Space Learning and Steerable Features. ICCV Yefeng Zheng, Adrian Barbu, Bogdan Georgescu, Michael Scheuering, Dorin Comaniciu
2007	A*	`conf`	Hierarchical Learning of Curves Application to Guidewire Localization in Fluoroscopy. CVPR Adrian Barbu, Vassilis Athitsos, Bogdan Georgescu, Stefan Böhm, Peter Durlak, Dorin Comaniciu
2007	A*	`conf`	Joint Real-time Object Detection and Pose Estimation Using Probabilistic Boosting Network. CVPR Jingdan Zhang, Shaohua Kevin Zhou, Leonard McMillan, Dorin Comaniciu
2007	—	`conf`	Shape Regression Machine. IPMI Shaohua Kevin Zhou, Dorin Comaniciu
2006	—	`conf`	A Learning Based Approach for 3D Segmentation and Colon Detagging. ECCV (3) Zhuowen Tu, Xiang Sean Zhou, Dorin Comaniciu, Luca Bogoni
2006	—	`conf`	BoostMotion: Boosting a Discriminative Similarity Function for Motion Estimation. CVPR (2) Shaohua Kevin Zhou, Bogdan Georgescu, Dorin Comaniciu, Jie Shao
2006	—	`conf`	Database-Guided Simultaneous Multi-slice 3D Segmentation for Volumetric Data. ECCV (4) Wei Hong, Bogdan Georgescu, Xiang Sean Zhou, Sriram Krishnan, Yi Ma, Dorin Comaniciu
2006	—	`conf`	Example Based Non-rigid Shape Detection. ECCV (4) Yefeng Zheng, Xiang Sean Zhou, Bogdan Georgescu, Shaohua Kevin Zhou, Dorin Comaniciu
2006	J	`jnl`	Exploiting Interactions among Polymorphisms Contributing to Complex Disease Traits with Boosted Generative Modeling. J. Comput. Biol. Lu-Yong Wang, Dorin Comaniciu, Daniel P. Fasulo
2006	J	`jnl`	Health-e-Child : An Integrated Biomedical Platform for Grid-Based Paediatric Applications CoRR Joerg Freund, Dorin Comaniciu, Yannis E. Ioannis, Peiya Liu, Richard McClatchey, Edwin Morley-Fletcher, Xavier Pennec, Giacomo Pongiglione, Xiang Sean Zhou
2006	—	`conf`	Health-e-Child: An Integrated Biomedical Platform for Grid-Based Paediatric Applications. HealthGrid Joerg Freund, Dorin Comaniciu, Yannis E. Ioannis, Peiya Liu, Richard McClatchey, Edwin Morley-Fletcher, Xavier Pennec, Giacomo Pongiglione, Xiang Sean Zhou
2006	—	`conf`	Hierarchical Part-Based Detection of 3D Flexible Tubes: Application to CT Colonoscopy. MICCAI (2) Adrian Barbu, Luca Bogoni, Dorin Comaniciu
2006	—	`conf`	Image-Based Multiclass Boosting and Echocardiographic View Classification. CVPR (2) Shaohua Kevin Zhou, Jin Hyeong Park, Bogdan Georgescu, Dorin Comaniciu, Costas Simopoulos, Joanne Otsuki
2006	—	`conf`	Pairwise Active Appearance Model and Its Application to Echocardiography Tracking. MICCAI (1) Shaohua Kevin Zhou, Jie Shao, Bogdan Georgescu, Dorin Comaniciu
2006	—	`conf`	Probabilistic 3D Polyp Detection in CT Images: The Role of Sample Alignment. CVPR (2) Zhuowen Tu, Xiang Sean Zhou, Luca Bogoni, Adrian Barbu, Dorin Comaniciu
2006	J	`jnl`	Reliable Detection of Overtaking Vehicles Using Robust Information Fusion. IEEE Trans. Intell. Transp. Syst. Ying Zhu, Dorin Comaniciu, Martin Pellkofer, Thorsten Koehler
2006	—	`conf`	Simultaneous Registration and Modeling of Deformable Shapes. CVPR (2) Jing Xiao, Bogdan Georgescu, Xiang Zhou, Dorin Comaniciu, Takeo Kanade
2006	J	`jnl`	Total Variation Models for Variable Lighting Face Recognition. IEEE Trans. Pattern Anal. Mach. Intell. Terrence Chen, Wotao Yin, Xiang Sean Zhou, Dorin Comaniciu, Thomas S. Huang
2005	—	`conf`	An Automatic Molecular Diagnosis Approach Based on Boosting Classification for ALS disease. METMBS Lu-Yong Wang, Amit Chakraborty, Dorin Comaniciu
2005	J	`jnl`	An Information Fusion Framework for Robust Shape Tracking. IEEE Trans. Pattern Anal. Mach. Intell. Xiang Sean Zhou, Dorin Comaniciu, Alok Gupta
2005	—	`conf`	Database-Guided Segmentation of Anatomical Structures with Complex Appearance. CVPR (2) Bogdan Georgescu, Xiang Sean Zhou, Dorin Comaniciu, Alok Gupta
2005	—	`conf`	Diagnosis and Biomarker Identi.cation on SELDI proteomics data by ADTBoost. CSB Workshops Lu-Yong Wang, Amit Chakraborty, Dorin Comaniciu
2005	—	`conf`	Fractal Clustering for Microarray Data Analysis. CSB Workshops Lu-Yong Wang, Ammaiappan Balasubramanian, Amit Chakraborty, Dorin Comaniciu
2005	—	`conf`	Illumination Normalization for Face Recognition and Uneven Background Correction Using Total Variation Based Image Models. CVPR (2) Terrence Chen, Wotao Yin, Xiang Sean Zhou, Dorin Comaniciu, Thomas S. Huang
2005	A*	`conf`	Image Based Regression Using Boosting Method. ICCV Shaohua Kevin Zhou, Bogdan Georgescu, Xiang Sean Zhou, Dorin Comaniciu
2005	—	`conf`	Kernel-Based Bayesian Filtering for Object Tracking. CVPR (1) Bohyung Han, Ying Zhu, Dorin Comaniciu, Larry S. Davis
2005	—	`conf`	Multi-scale Vessel Boundary Detection. CVBIA Hüseyin Tek, Alper Ayvaci, Dorin Comaniciu
2005	J	`jnl`	Robust anisotropic Gaussian fitting for volumetric characterization of Pulmonary nodules in multislice CT. IEEE Trans. Medical Imaging Kazunori Okada, Dorin Comaniciu, Arun Krishnan
2004	—	`conf`	A Robust Algorithm for Characterizing Anisotropic Local Structures. ECCV (1) Kazunori Okada, Dorin Comaniciu, Navneet Dalal, Arun Krishnan
2004	—	`conf`	A Unified Framework for Uncertainty Propagation in Automatic Shape Tracking. CVPR (1) Xiang Sean Zhou, Dorin Comaniciu, Binglong Xie, R. Cruceanu, Alok Gupta
2004	J	`jnl`	A common framework for nonlinear diffusion, adaptive smoothing, bilateral filtering and mean shift. Image Vis. Comput. Danny Barash, Dorin Comaniciu
2004	B	`conf`	A probabilistic framework for object recognition in video. ICIP Omar Javed, Mubarak Shah, Dorin Comaniciu
2004	B	`conf`	Comparative study of dissimilarity measures for histogram-based tracking in echocardiography. Image Processing Etienne Mangonaux, Xiang Sean Zhou, Dorin Comaniciu
2004	—	`conf`	Coupled-Contour Tracking through Non-orthogonal Projections and Fusion for Echocardiography. ECCV (1) Xiang Sean Zhou, Dorin Comaniciu, Sriram Krishnan
2004	—	`conf`	Incremental Density Approximation and Kernel-Based Bayesian Filtering for Object Tracking. CVPR (1) Bohyung Han, Dorin Comaniciu, Ying Zhu, Larry S. Davis
2004	—	`conf`	Meanshift Clustering for DNA Microarray Analysis. CSB Danny Barash, Dorin Comaniciu
2004	—	`conf`	Multi-model Component-Based Tracking Using Robust Information Fusion. ECCV Workshop SMVP Bogdan Georgescu, Dorin Comaniciu, Tony X. Han, Xiang Sean Zhou
2004	—	`conf`	Real-Time Multi-model Tracking of Myocardium in Echocardiography Using Robust Information Fusion. MICCAI (2) Bogdan Georgescu, Xiang Sean Zhou, Dorin Comaniciu, R. Bharat Rao
2004	—	`conf`	Robust 3D Segmentation of Pulmonary Nodules in Multislice CT Images. MICCAI (2) Kazunori Okada, Dorin Comaniciu, Arun Krishnan
2004	J	`jnl`	Robust real-time myocardial border tracking for echocardiography: an information fusion approach. IEEE Trans. Medical Imaging Dorin Comaniciu, Xiang Sean Zhou, Sriram Krishnan
2004	—	`conf`	Scale Selection for Anisotropic Scale-Space: Application to Volumetric Tumor Characterization. CVPR (1) Kazunori Okada, Dorin Comaniciu, Arun Krishnan
2004	J	`jnl`	Special issue on statistical methods in video processing. Image Vis. Comput. David Suter, Dorin Comaniciu, Ken-ichi Kanatani
2004	—	`ed.`	Statistical Methods in Video Processing, ECCV 2004 Workshop SMVP 2004, Prague, Czech Republic, May 16, 2004, Revised Selected Papers ECCV Workshop SMVP Dorin Comaniciu, Ken-ichi Kanatani, Rudolf Mester, David Suter
2004	—	`conf`	Tracking Complex Objects Using Graphical Object Models. IWCM Leonid Sigal, Ying Zhu, Dorin Comaniciu, Michael J. Black
2003	—	`conf`	A Common Viewpoint on Broad Kernel Filtering and Nonlinear Diffusion. Scale-Space Danny Barash, Dorin Comaniciu
2003	J	`jnl`	An Algorithm for Data-Driven Bandwidth Selection. IEEE Trans. Pattern Anal. Mach. Intell. Dorin Comaniciu
2003	—	`conf`	Component Fusion for Face Detection in the Presence of Heteroscedastic Noise. DAGM-Symposium Binglong Xie, Dorin Comaniciu, Visvanathan Ramesh, Markus Simon, Terrance E. Boult
2003	A*	`conf`	Conditional Feature Sensitivity: A Unifying View on Active Recognition and Feature Selection. ICCV Xiang Sean Zhou, Dorin Comaniciu, Arun Krishnan
2003	J	`jnl`	Dissimilarity computation through low rank corrections. Pattern Recognit. Lett. Dorin Comaniciu, Peter Meer, David E. Tyler
2003	J	`jnl`	Kernel-Based Object Tracking. IEEE Trans. Pattern Anal. Mach. Intell. Dorin Comaniciu, Visvanathan Ramesh, Peter Meer
2003	—	`conf`	Nonparametric Information Fusion for Motion Estimation. CVPR (1) Dorin Comaniciu
2002	J	`jnl`	Adaptive Resolution System for Distributed Surveillance. Real Time Imaging Dorin Comaniciu, Fabio Berton, Visvanathan Ramesh
2002	—	`conf`	Bayesian Kernel Tracking. DAGM-Symposium Dorin Comaniciu
2002	J	`jnl`	Image coding using transform vector quantization with training set synthesis. Signal Process. Dorin Comaniciu, Richard Grisel
2002	—	`conf`	Image segmentation using clustering with saddle point detection. ICIP (3) Dorin Comaniciu
2002	J	`jnl`	Mean Shift: A Robust Approach Toward Feature Space Analysis. IEEE Trans. Pattern Anal. Mach. Intell. Dorin Comaniciu, Peter Meer
2002	—	`conf`	Multimodal Data Representations with Parameterized Local Structures. ECCV (1) Ying Zhu, Dorin Comaniciu, Stuart C. Schwartz, Visvanathan Ramesh
2002	—	`conf`	Multivariate Saddle Point Detection for Statistical Clustering. ECCV (3) Dorin Comaniciu, Visvanathan Ramesh, Alessio Del Bue
2002	—	`conf`	Segmentation of 3D Medical Structures Using Robust Ray Propagation. MICCAI (1) Hüseyin Tek, Martin Bergtholdt, Dorin Comaniciu, James Williams
2002	—	`conf`	Smart cameras with real-time video object generation. ICIP (3) Alessio Del Bue, Dorin Comaniciu, Visvanathan Ramesh, Carlo S. Regazzoni
2001	J	`jnl`	Design, analysis, and engineering of video monitoring systems: an approach and a case study. Proc. IEEE Michael Greiffenhagen, Dorin Comaniciu, Heinrich Niemann, Visvanathan Ramesh
2001	—	`conf`	Parametric Representations for Nonlinear Modeling of Visual Data. CVPR (2) Ying Zhu, Dorin Comaniciu, Visvanathan Ramesh, Stuart C. Schwartz
2001	A*	`conf`	The Variable Bandwidth Mean Shift and Data-Driven Scale Selection. ICCV Dorin Comaniciu, Visvanathan Ramesh, Peter Meer
2000	J	`jnl`	Computer-assisted discrimination among malignant lymphomas and leukemia using immunophenotyping, intelligent image repositories, and telemicroscopy. IEEE Trans. Inf. Technol. Biomed. David J. Foran, Dorin Comaniciu, Peter Meer, Lauri A. Goodell
2000	B	`conf`	Mean Shift and Optimal Prediction for Efficient Object Tracking. ICIP Dorin Comaniciu, Visvanathan Ramesh
2000	B	`conf`	Performance Analysis in Content-Based Retrieval with Textures. ICPR Kun Xu, Bogdan Georgescu, Peter Meer, Dorin Comaniciu
2000	A*	`conf`	Real-Time Tracking of Non-Rigid Objects Using Mean Shift. CVPR Dorin Comaniciu, Visvanathan Ramesh, Peter Meer
2000	A*	`conf`	Statistical Modeling and Performance Characterization of a Real-Time Dual Camera Surveillance System. CVPR Michael Greiffenhagen, Visvanathan Ramesh, Dorin Comaniciu, Heinrich Niemann
1999	B	`conf`	Decision Support System for Multiuser Remote Microscopy in Telepathology. CBMS Dorin Comaniciu, Bogdan Georgescu, Peter Meer, Wenjin Chen, David J. Foran
1999	J	`jnl`	Distribution Free Decomposition of Multivariate Data. Pattern Anal. Appl. Dorin Comaniciu, Peter Meer
1999	J	`jnl`	Image-guided decision support system for pathology. Mach. Vis. Appl. Dorin Comaniciu, Peter Meer, David J. Foran
1999	A*	`conf`	Mean Shift Analysis and Applications. ICCV Dorin Comaniciu, Peter Meer
1999	—	`conf`	Model-Based Training Set Synthesis for Vector Quantization. SIP Dorin Comaniciu
1998	A	`conf`	Bimodal system for interactive indexing and retrieval of pathology images. WACV Dorin Comaniciu, Peter Meer, David J. Foran, Attila Medl
1998	A	`conf`	Bimodal system for interactive indexing and retrieval of pathology images. WACV Dorin Comaniciu, Peter Meer, David J. Foran, Attila Medl
1998	—	`conf`	Distribution Free Decomposition of Multivariate Data. SSPR/SPR Dorin Comaniciu, Peter Meer
1998	B	`conf`	Shape-based image indexing and retrieval for diagnostic pathology. ICPR Dorin Comaniciu, Peter Meer, David J. Foran
1997	A*	`conf`	Robust analysis of feature spaces: color image segmentation. CVPR Dorin Comaniciu, Peter Meer
1996	Misc	`conf`	Training set synthesis for entropy-constrained transform vector quantization. ICASSP Dorin Comaniciu
1996	—	`conf`	Vector quantization clustering using lattice growing search. EUSIPCO Dorin Comaniciu, Cristina Comaniciu