Vector quantization clustering using lattice growing search. - Dorin Comaniciu; Cristina Comaniciu (EUSIPCO, 1996)

Training set synthesis for entropy-constrained transform vector quantization. - Dorin Comaniciu (ICASSP, 1996)

Robust analysis of feature spaces: color image segmentation. - Dorin Comaniciu; Peter Meer (CVPR, 1997)

Shape-based image indexing and retrieval for diagnostic pathology. - Dorin Comaniciu; Peter Meer; David J. Foran (ICPR, 1998)

Bimodal system for interactive indexing and retrieval of pathology images. - Dorin Comaniciu; Peter Meer; David J. Foran; Attila Medl (WACV, 1998)

Decision Support System for Multiuser Remote Microscopy in Telepathology. - Dorin Comaniciu; Bogdan Georgescu; Peter Meer; Wenjin Chen; David J. Foran (CBMS, 1999)

Mean Shift Analysis and Applications. - Dorin Comaniciu; Peter Meer (ICCV, 1999)

Model-Based Training Set Synthesis for Vector Quantization. - Dorin Comaniciu (SIP, 1999)

Image-guided decision support system for pathology. - Dorin Comaniciu; Peter Meer; David J. Foran (Mach. Vis. Appl., 1999)

Distribution Free Decomposition of Multivariate Data. - Dorin Comaniciu; Peter Meer (Pattern Anal. Appl., 1999)

Real-Time Tracking of Non-Rigid Objects Using Mean Shift. - Dorin Comaniciu; Visvanathan Ramesh; Peter Meer (CVPR, 2000)

Statistical Modeling and Performance Characterization of a Real-Time Dual Camera Surveillance System. - Michael Greiffenhagen; Visvanathan Ramesh; Dorin Comaniciu; Heinrich Niemann (CVPR, 2000)

Mean Shift and Optimal Prediction for Efficient Object Tracking. - Dorin Comaniciu; Visvanathan Ramesh (ICIP, 2000)

Performance Analysis in Content-Based Retrieval with Textures. - Kun Xu; Bogdan Georgescu; Peter Meer; Dorin Comaniciu (ICPR, 2000)

Computer-assisted discrimination among malignant lymphomas and leukemia using immunophenotyping, intelligent image repositories, and telemicroscopy. - David J. Foran; Dorin Comaniciu; Peter Meer; Lauri A. Goodell (IEEE Trans. Inf. Technol. Biomed., 2000)

Parametric Representations for Nonlinear Modeling of Visual Data. - Ying Zhu 006; Dorin Comaniciu; Visvanathan Ramesh; Stuart C. Schwartz (CVPR (2), 2001)

The Variable Bandwidth Mean Shift and Data-Driven Scale Selection. - Dorin Comaniciu; Visvanathan Ramesh; Peter Meer (ICCV, 2001)

Design, analysis, and engineering of video monitoring systems: an approach and a case study. - Michael Greiffenhagen; Dorin Comaniciu; Heinrich Niemann; Visvanathan Ramesh (Proc. IEEE, 2001)

Bayesian Kernel Tracking. - Dorin Comaniciu (DAGM-Symposium, 2002)

Multivariate Saddle Point Detection for Statistical Clustering. - Dorin Comaniciu; Visvanathan Ramesh; Alessio Del Bue (ECCV (3), 2002)

Multimodal Data Representations with Parameterized Local Structures. - Ying Zhu 006; Dorin Comaniciu; Stuart C. Schwartz; Visvanathan Ramesh (ECCV (1), 2002)

Smart cameras with real-time video object generation. - Alessio Del Bue; Dorin Comaniciu; Visvanathan Ramesh; Carlo S. Regazzoni (ICIP (3), 2002)

Image segmentation using clustering with saddle point detection. - Dorin Comaniciu (ICIP (3), 2002)

Segmentation of 3D Medical Structures Using Robust Ray Propagation. - Hüseyin Tek; Martin Bergtholdt; Dorin Comaniciu; James Williams 003 (MICCAI (1), 2002)

Mean Shift: A Robust Approach Toward Feature Space Analysis. - Dorin Comaniciu; Peter Meer (IEEE Trans. Pattern Anal. Mach. Intell., 2002)

Adaptive Resolution System for Distributed Surveillance. - Dorin Comaniciu; Fabio Berton; Visvanathan Ramesh (Real Time Imaging, 2002)

Image coding using transform vector quantization with training set synthesis. - Dorin Comaniciu; Richard Grisel (Signal Process., 2002)

Nonparametric Information Fusion for Motion Estimation. - Dorin Comaniciu (CVPR (1), 2003)

Component Fusion for Face Detection in the Presence of Heteroscedastic Noise. - Binglong Xie; Dorin Comaniciu; Visvanathan Ramesh; Markus Simon; Terrance E. Boult (DAGM-Symposium, 2003)

Conditional Feature Sensitivity: A Unifying View on Active Recognition and Feature Selection. - Xiang Sean Zhou; Dorin Comaniciu; Arun Krishnan (ICCV, 2003)

A Common Viewpoint on Broad Kernel Filtering and Nonlinear Diffusion. - Danny Barash; Dorin Comaniciu (Scale-Space, 2003)

An Algorithm for Data-Driven Bandwidth Selection. - Dorin Comaniciu (IEEE Trans. Pattern Anal. Mach. Intell., 2003)

Kernel-Based Object Tracking. - Dorin Comaniciu; Visvanathan Ramesh; Peter Meer (IEEE Trans. Pattern Anal. Mach. Intell., 2003)

Dissimilarity computation through low rank corrections. - Dorin Comaniciu; Peter Meer; David E. Tyler (Pattern Recognit. Lett., 2003)

Meanshift Clustering for DNA Microarray Analysis. - Danny Barash; Dorin Comaniciu (CSB, 2004)

Incremental Density Approximation and Kernel-Based Bayesian Filtering for Object Tracking. - Bohyung Han; Dorin Comaniciu; Ying Zhu 006; Larry S. Davis (CVPR (1), 2004)

Scale Selection for Anisotropic Scale-Space: Application to Volumetric Tumor Characterization. - Kazunori Okada; Dorin Comaniciu; Arun Krishnan (CVPR (1), 2004)

A Unified Framework for Uncertainty Propagation in Automatic Shape Tracking. - Xiang Sean Zhou; Dorin Comaniciu; Binglong Xie; R. Cruceanu; Alok Gupta (CVPR (1), 2004)

Multi-model Component-Based Tracking Using Robust Information Fusion. - Bogdan Georgescu; Dorin Comaniciu; Tony X. Han; Xiang Sean Zhou (ECCV Workshop SMVP, 2004)

A Robust Algorithm for Characterizing Anisotropic Local Structures. - Kazunori Okada; Dorin Comaniciu; Navneet Dalal; Arun Krishnan (ECCV (1), 2004)

Coupled-Contour Tracking through Non-orthogonal Projections and Fusion for Echocardiography. - Xiang Sean Zhou; Dorin Comaniciu; Sriram Krishnan (ECCV (1), 2004)

A probabilistic framework for object recognition in video. - Omar Javed; Mubarak Shah; Dorin Comaniciu (ICIP, 2004)

Tracking Complex Objects Using Graphical Object Models. - Leonid Sigal; Ying Zhu 006; Dorin Comaniciu; Michael J. Black (IWCM, 2004)

Real-Time Multi-model Tracking of Myocardium in Echocardiography Using Robust Information Fusion. - Bogdan Georgescu; Xiang Sean Zhou; Dorin Comaniciu; R. Bharat Rao (MICCAI (2), 2004)

Robust 3D Segmentation of Pulmonary Nodules in Multislice CT Images. - Kazunori Okada; Dorin Comaniciu; Arun Krishnan (MICCAI (2), 2004)

Comparative study of dissimilarity measures for histogram-based tracking in echocardiography. - Etienne Mangonaux; Xiang Sean Zhou; Dorin Comaniciu (Image Processing, 2004)

A common framework for nonlinear diffusion, adaptive smoothing, bilateral filtering and mean shift. - Danny Barash; Dorin Comaniciu (Image Vis. Comput., 2004)

Special issue on statistical methods in video processing. - David Suter; Dorin Comaniciu; Ken-ichi Kanatani (Image Vis. Comput., 2004)

Robust real-time myocardial border tracking for echocardiography: an information fusion approach. - Dorin Comaniciu; Xiang Sean Zhou; Sriram Krishnan (IEEE Trans. Medical Imaging, 2004)

Fractal Clustering for Microarray Data Analysis. - Lu-Yong Wang; Ammaiappan Balasubramanian; Amit Chakraborty; Dorin Comaniciu (CSB Workshops, 2005)

Diagnosis and Biomarker Identi.cation on SELDI proteomics data by ADTBoost. - Lu-Yong Wang; Amit Chakraborty; Dorin Comaniciu (CSB Workshops, 2005)

Multi-scale Vessel Boundary Detection. - Hüseyin Tek; Alper Ayvaci; Dorin Comaniciu (CVBIA, 2005)

Illumination Normalization for Face Recognition and Uneven Background Correction Using Total Variation Based Image Models. - Terrence Chen; Wotao Yin; Xiang Sean Zhou; Dorin Comaniciu; Thomas S. Huang (CVPR (2), 2005)

Database-Guided Segmentation of Anatomical Structures with Complex Appearance. - Bogdan Georgescu; Xiang Sean Zhou; Dorin Comaniciu; Alok Gupta (CVPR (2), 2005)

Kernel-Based Bayesian Filtering for Object Tracking. - Bohyung Han; Ying Zhu 006; Dorin Comaniciu; Larry S. Davis (CVPR (1), 2005)

Image Based Regression Using Boosting Method. - Shaohua Kevin Zhou; Bogdan Georgescu; Xiang Sean Zhou; Dorin Comaniciu (ICCV, 2005)

An Automatic Molecular Diagnosis Approach Based on Boosting Classification for ALS disease. - Lu-Yong Wang; Amit Chakraborty; Dorin Comaniciu (METMBS, 2005)

An Information Fusion Framework for Robust Shape Tracking. - Xiang Sean Zhou; Dorin Comaniciu; Alok Gupta (IEEE Trans. Pattern Anal. Mach. Intell., 2005)

Robust anisotropic Gaussian fitting for volumetric characterization of Pulmonary nodules in multislice CT. - Kazunori Okada; Dorin Comaniciu; Arun Krishnan (IEEE Trans. Medical Imaging, 2005)

Probabilistic 3D Polyp Detection in CT Images: The Role of Sample Alignment. - Zhuowen Tu; Xiang Sean Zhou; Luca Bogoni; Adrian Barbu; Dorin Comaniciu (CVPR (2), 2006)

Simultaneous Registration and Modeling of Deformable Shapes. - Jing Xiao 006; Bogdan Georgescu; Xiang Zhou 009; Dorin Comaniciu; Takeo Kanade (CVPR (2), 2006)

BoostMotion: Boosting a Discriminative Similarity Function for Motion Estimation. - Shaohua Kevin Zhou; Bogdan Georgescu; Dorin Comaniciu; Jie Shao 007 (CVPR (2), 2006)

Image-Based Multiclass Boosting and Echocardiographic View Classification. - Shaohua Kevin Zhou; Jin Hyeong Park; Bogdan Georgescu; Dorin Comaniciu; Costas Simopoulos; Joanne Otsuki (CVPR (2), 2006)

Database-Guided Simultaneous Multi-slice 3D Segmentation for Volumetric Data. - Wei Hong 003; Bogdan Georgescu; Xiang Sean Zhou; Sriram Krishnan; Yi Ma 001; Dorin Comaniciu (ECCV (4), 2006)

A Learning Based Approach for 3D Segmentation and Colon Detagging. - Zhuowen Tu; Xiang Sean Zhou; Dorin Comaniciu; Luca Bogoni (ECCV (3), 2006)

Example Based Non-rigid Shape Detection. - Yefeng Zheng 001; Xiang Sean Zhou; Bogdan Georgescu; Shaohua Kevin Zhou; Dorin Comaniciu (ECCV (4), 2006)

Health-e-Child: An Integrated Biomedical Platform for Grid-Based Paediatric Applications. - Joerg Freund; Dorin Comaniciu; Yannis E. Ioannis; Peiya Liu; Richard McClatchey; Edwin Morley-Fletcher; Xavier Pennec; Giacomo Pongiglione; Xiang Sean Zhou (HealthGrid, 2006)

Hierarchical Part-Based Detection of 3D Flexible Tubes: Application to CT Colonoscopy. - Adrian Barbu; Luca Bogoni; Dorin Comaniciu (MICCAI (2), 2006)

Pairwise Active Appearance Model and Its Application to Echocardiography Tracking. - Shaohua Kevin Zhou; Jie Shao 007; Bogdan Georgescu; Dorin Comaniciu (MICCAI (1), 2006)

Exploiting Interactions among Polymorphisms Contributing to Complex Disease Traits with Boosted Generative Modeling. - Lu-Yong Wang; Dorin Comaniciu; Daniel P. Fasulo (J. Comput. Biol., 2006)

Total Variation Models for Variable Lighting Face Recognition. - Terrence Chen; Wotao Yin; Xiang Sean Zhou; Dorin Comaniciu; Thomas S. Huang (IEEE Trans. Pattern Anal. Mach. Intell., 2006)

Reliable Detection of Overtaking Vehicles Using Robust Information Fusion. - Ying Zhu 006; Dorin Comaniciu; Martin Pellkofer; Thorsten Koehler (IEEE Trans. Intell. Transp. Syst., 2006)

Hierarchical Learning of Curves Application to Guidewire Localization in Fluoroscopy. - Adrian Barbu; Vassilis Athitsos; Bogdan Georgescu; Stefan Böhm; Peter Durlak; Dorin Comaniciu (CVPR, 2007)

Joint Real-time Object Detection and Pose Estimation Using Probabilistic Boosting Network. - Jingdan Zhang; Shaohua Kevin Zhou; Leonard McMillan; Dorin Comaniciu (CVPR, 2007)

A boosting regression approach to medical anatomy detection. - Shaohua Kevin Zhou; Jinghao Zhou; Dorin Comaniciu (CVPR, 2007)

Automatic Cardiac View Classification of Echocardiogram. - Jin Hyeong Park; Shaohua Kevin Zhou; Costas Simopoulos; Joanne Otsuki; Dorin Comaniciu (ICCV, 2007)

Fast Automatic Heart Chamber Segmentation from 3D CT Data Using Marginal Space Learning and Steerable Features. - Yefeng Zheng 001; Adrian Barbu; Bogdan Georgescu; Michael Scheuering; Dorin Comaniciu (ICCV, 2007)

A probabilistic, hierarchical, and discriminant framework for rapid and accurate detection of deformable anatomic structure. - Shaohua Kevin Zhou; Feng Guo; Gustavo Carneiro 001; John Jackson; M. Brendel; Costas Simopoulos; Joanne Otsuki; Dorin Comaniciu (ICCV, 2007)

Shape Regression Machine. - Shaohua Kevin Zhou; Dorin Comaniciu (IPMI, 2007)

Automatic Fetal Measurements in Ultrasound Using Constrained Probabilistic Boosting Tree. - Gustavo Carneiro 001; Bogdan Georgescu; Sara Good; Dorin Comaniciu (MICCAI (2), 2007)

Semantic-based indexing of fetal anatomies from 3-D ultrasound data using global/semi-local context and sequential sampling. - Gustavo Carneiro 001; Fernando Amat; Bogdan Georgescu; Sara Good; Dorin Comaniciu (CVPR, 2008)

Hierarchical, learning-based automatic liver segmentation. - Haibin Ling; Shaohua Kevin Zhou; Yefeng Zheng 001; Bogdan Georgescu; Michael Sühling; Dorin Comaniciu (CVPR, 2008)

Accurate polyp segmentation for 3D CT colongraphy using multi-staged probabilistic binary learning and compositional model. - Le Lu 001; Adrian Barbu; Matthias Wolf 001; Jianming Liang; Marcos Salganicoff; Dorin Comaniciu (CVPR, 2008)

3D ultrasound tracking of the left ventricle using one-step forward prediction and data fusion of collaborative trackers. - Lin Yang 002; Bogdan Georgescu; Yefeng Zheng 001; Peter Meer; Dorin Comaniciu (CVPR, 2008)

Conditional density learning via regression with application to deformable shape segmentation. - Jingdan Zhang; Shaohua Kevin Zhou; Dorin Comaniciu; Leonard McMillan (CVPR, 2008)

Simultaneous Detection and Registration for Ileo-Cecal Valve Detection in 3D CT Colonography. - Le Lu 001; Adrian Barbu; Matthias Wolf 001; Jianming Liang; Luca Bogoni; Marcos Salganicoff; Dorin Comaniciu (ECCV (4), 2008)

Discriminative Learning for Deformable Shape Segmentation: A Comparative Study. - Jingdan Zhang; Shaohua Kevin Zhou; Dorin Comaniciu; Leonard McMillan (ECCV (1), 2008)

AutoMPR: Automatic detection of standard planes in 3D echocardiography. - Xiaoguang Lu; Bogdan Georgescu; Yefeng Zheng 001; Joanne Otsuki; Dorin Comaniciu (ISBI, 2008)

A learning based hierarchical model for vessel segmentation. - Richard Socher; Adrian Barbu; Dorin Comaniciu (ISBI, 2008)

A fast and accurate tracking algorithm of left ventricles in 3D echocardiography. - Lin Yang 002; Bogdan Georgescu; Yefeng Zheng 001; David J. Foran; Dorin Comaniciu (ISBI, 2008)

Dynamic Model-Driven Quantitative and Visual Evaluation of the Aortic Valve from 4D CT. - Razvan Ioan Ionasec; Bogdan Georgescu; Eva Gassner; Sebastian Vogt 001; Oliver Kutter; Michael Scheuering; Nassir Navab; Dorin Comaniciu (MICCAI (1), 2008)

Automatic Mitral Valve Inflow Measurements from Doppler Echocardiography. - Jin Hyeong Park; Shaohua Kevin Zhou; John Jackson; Dorin Comaniciu (MICCAI (1), 2008)

AutoGate: Fast and Automatic Doppler Gate Localization in B-Mode Echocardiogram. - Jin Hyeong Park; Shaohua Kevin Zhou; Costas Simopoulos; Dorin Comaniciu (MICCAI (2), 2008)

A Discriminative Model-Constrained Graph Cuts Approach to Fully Automated Pediatric Brain Tumor Segmentation in 3-D MRI. - Michael Wels; Gustavo Carneiro 001; Alexander Aplas; Martin Huber 001; Joachim Hornegger; Dorin Comaniciu (MICCAI (1), 2008)

Four-chamber heart modeling and automatic segmentation for 3D cardiac CT volumes. - Yefeng Zheng 001; Bogdan Georgescu; Adrian Barbu; Michael Scheuering; Dorin Comaniciu (Image Processing, 2008)

Sequential Kernel Density Approximation and Its Application to Real-Time Visual Tracking. - Bohyung Han; Dorin Comaniciu; Ying Zhu 006; Larry S. Davis (IEEE Trans. Pattern Anal. Mach. Intell., 2008)

Detection and Measurement of Fetal Anatomies from Ultrasound Images using a Constrained Probabilistic Boosting Tree. - Gustavo Carneiro 001; Bogdan Georgescu; Sara Good; Dorin Comaniciu (IEEE Trans. Medical Imaging, 2008)

Four-Chamber Heart Modeling and Automatic Segmentation for 3-D Cardiac CT Volumes Using Marginal Space Learning and Steerable Features. - Yefeng Zheng 001; Adrian Barbu; Bogdan Georgescu; Michael Scheuering; Dorin Comaniciu (IEEE Trans. Medical Imaging, 2008)

Similarity Learning for Motion Estimation. - Shaohua Kevin Zhou; Jie Shao 007; Bogdan Georgescu; Dorin Comaniciu (Semantic Mining Technologies for Multimedia Databases, 2009)

Automatic fetal face detection from ultrasound volumes via learning 3D and 2D information. - Shaolei Feng 001; Shaohua Kevin Zhou; Sara Good; Dorin Comaniciu (CVPR, 2009)

Robust guidewire tracking in fluoroscopy. - Peng Wang 005; Terrence Chen; Ying Zhu 006; Wei Zhang 018; Shaohua Kevin Zhou; Dorin Comaniciu (CVPR, 2009)

Constrained marginal space learning for efficient 3D anatomical structure detection in medical images. - Yefeng Zheng 001; Bogdan Georgescu; Haibin Ling; Shaohua Kevin Zhou; Michael Scheuering; Dorin Comaniciu (CVPR, 2009)

Robust object detection using marginal space learning and ranking-based multi-detector aggregation: Application to left ventricle detection in 2D MRI images. - Yefeng Zheng 001; Xiaoguang Lu; Bogdan Georgescu; Arne Littmann; Edgar Mueller; Dorin Comaniciu (CVPR, 2009)

Discriminative Joint Context for Automatic Landmark Set Detection from a Single Cardiac MR Long Axis Slice. - Xiaoguang Lu; Bogdan Georgescu; Arne Littmann; Edgar Mueller; Dorin Comaniciu (FIMH, 2009)

Automatic ovarian follicle quantification from 3D ultrasound data using global/local context with database guided segmentation. - Terrence Chen; Wei Zhang 018; Sara Good; Shaohua Kevin Zhou; Dorin Comaniciu (ICCV, 2009)

Robust motion estimation using trajectory spectrum learning: Application to aortic and mitral valve modeling from 4D TEE. - Razvan Ioan Ionasec; Yang Wang 001; Bogdan Georgescu; Ingmar Voigt; Nassir Navab; Dorin Comaniciu (ICCV, 2009)

Marginal Space Learning for Efficient Detection of 2D/3D Anatomical Structures in Medical Images. - Yefeng Zheng 001; Bogdan Georgescu; Dorin Comaniciu (IPMI, 2009)

Fast Automatic Segmentation of the Esophagus from 3D CT Data Using a Probabilistic Model. - Johannes Feulner; Shaohua Kevin Zhou; Alexander Cavallaro; Sascha Seifert; Joachim Hornegger; Dorin Comaniciu (MICCAI (1), 2009)

Personalized Modeling and Assessment of the Aortic-Mitral Coupling from 4D TEE and CT. - Razvan Ioan Ionasec; Ingmar Voigt; Bogdan Georgescu; Yang Wang 001; Helene Houle; Joachim Hornegger; Nassir Navab; Dorin Comaniciu (MICCAI (1), 2009)

Personalized Pulmonary Trunk Modeling for Intervention Planning and Valve Assessment Estimated from CT Data. - Dime Vitanovski; Razvan Ioan Ionasec; Bogdan Georgescu; Martin Huber 001; Andrew Mayall Taylor; Joachim Hornegger; Dorin Comaniciu (MICCAI (1), 2009)

Fast and Robust 3-D MRI Brain Structure Segmentation. - Michael Wels; Yefeng Zheng 001; Gustavo Carneiro 001; Martin Huber 001; Joachim Hornegger; Dorin Comaniciu (MICCAI (1), 2009)

Coronary Tree Extraction Using Motion Layer Separation. - Wei Zhang 018; Haibin Ling; Simone Prummer; Shaohua Kevin Zhou; Martin Ostermeier; Dorin Comaniciu (MICCAI (1), 2009)

Dynamic Layer Separation for Coronary DSA and Enhancement in Fluoroscopic Sequences. - Ying Zhu 006; Simone Prummer; Peng Wang 005; Terrence Chen; Dorin Comaniciu; Martin Ostermeier (MICCAI (1), 2009)

Model-driven physiological assessment of the mitral valve from 4D TEE. - Ingmar Voigt; Razvan Ioan Ionasec; Bogdan Georgescu; Helene Houle; Martin Huber 001; Joachim Hornegger; Dorin Comaniciu (Image-Guided Procedures, 2009)

Estimating the body portion of CT volumes by matching histograms of visual words. - Johannes Feulner; Shaohua Kevin Zhou; Sascha Seifert; Alexander Cavallaro; Joachim Hornegger; Dorin Comaniciu (Image Processing, 2009)

Shape-based diagnosis of the aortic valve. - Razvan Ioan Ionasec; Alexey Tsymbal; Dime Vitanovski; Bogdan Georgescu; Shaohua Kevin Zhou; Nassir Navab; Dorin Comaniciu (Image Processing, 2009)

User-constrained guidewire localization in fluoroscopy. - Philippe Mazouer; Terrence Chen; Ying Zhu 006; Peng Wang 005; Peter Durlak; Jean-Philippe Thiran; Dorin Comaniciu (Image Processing, 2009)

Hierarchical parsing and semantic navigation of full body CT data. - Sascha Seifert; Adrian Barbu; Shaohua Kevin Zhou; David Liu 001; Johannes Feulner; Martin Huber 001; Michael Sühling; Alexander Cavallaro; Dorin Comaniciu (Image Processing, 2009)

Hierarchical guidewire tracking in fluoroscopic sequences. - Peng Wang 005; Ying Zhu 006; Wei Zhang 018; Terrence Chen; Peter Durlak; Ulrich Bill; Dorin Comaniciu (Image Processing, 2009)

Left ventricle endocardium segmentation for cardiac CT volumes using an optimal smooth surface. - Yefeng Zheng 001; Bogdan Georgescu; Fernando Vega Higuera; Dorin Comaniciu (Image Processing, 2009)

Automatic left ventricle detection in MRI images using marginal space learning and component-based voting. - Yefeng Zheng 001; Xiaoguang Lu; Bogdan Georgescu; Arne Littmann; Edgar Mueller; Dorin Comaniciu (Image Processing, 2009)

Coronary DSA: enhancing coronary tree visibility through discriminative learning and robust motion estimation. - Ying Zhu 006; Simone Prummer; Terrence Chen; Martin Ostermeier; Dorin Comaniciu (Image Processing, 2009)

Visual Tracking by Continuous Density Propagation in Sequential Bayesian Filtering Framework. - Bohyung Han; Ying Zhu 006; Dorin Comaniciu; Larry S. Davis (IEEE Trans. Pattern Anal. Mach. Intell., 2009)

Lymph node detection in 3-D chest CT using a spatial prior probability. - Johannes Feulner; Shaohua Kevin Zhou; Martin Huber 001; Joachim Hornegger; Dorin Comaniciu; Alexander Cavallaro (CVPR, 2010)

Search strategies for multiple landmark detection by submodular maximization. - David Liu 001; Shaohua Kevin Zhou; Dominik Bernhardt; Dorin Comaniciu (CVPR, 2010)

Multiple object detection by sequential monte carlo and Hierarchical Detection Network. - Michal Sofka; Jingdan Zhang; Shaohua Kevin Zhou; Dorin Comaniciu (CVPR, 2010)

Robust ultrasound image analysis using learning. - Dorin Comaniciu (ISBI, 2010)

Patient-specific modeling of left heart anatomy, dynamics and hemodynamics from high resolution 4D CT. - Viorel Mihalef; Razvan Ioan Ionasec; Yang Wang 001; Yefeng Zheng 001; Bogdan Georgescu; Dorin Comaniciu (ISBI, 2010)

Learning-based 3D myocardial motion flow estimation using high frame rate volumetric ultrasound data. - Yang Wang 001; Bogdan Georgescu; Dorin Comaniciu; Helene Houle (ISBI, 2010)

Using needle detection and tracking for motion compensation in abdominal interventions. - Peng Wang 005; Marcus Pfister; Terrence Chen; Dorin Comaniciu (ISBI, 2010)

Detection and retrieval of cysts in joint ultrasound B-mode and elasticity breast images. - Jingdan Zhang; Shaohua Kevin Zhou; Shelby Brunke; Carol Lowery; Dorin Comaniciu (ISBI, 2010)

Computational Decision Support for Percutaneous Aortic Valve Implantation. - Ingmar Voigt; Razvan Ioan Ionasec; Bogdan Georgescu; Jan M. Boese; Gernot Brockmann; Joachim Hornegger; Dorin Comaniciu (MIAR, 2010)

Database-guided breast tumor detection and segmentation in 2D ultrasound images. - Jingdan Zhang; Shaohua Kevin Zhou; Shelby Brunke; Carol Lowery; Dorin Comaniciu (Computer-Aided Diagnosis, 2010)

Automatic Detection and Segmentation of Axillary Lymph Nodes. - Adrian Barbu; Michael Sühling; Xun Xu; David Liu 001; Shaohua Kevin Zhou; Dorin Comaniciu (MICCAI (1), 2010)

Model-Based Esophagus Segmentation from CT Scans Using a Spatial Probability Map. - Johannes Feulner; Shaohua Kevin Zhou; Martin Huber 001; Alexander Cavallaro; Joachim Hornegger; Dorin Comaniciu (MICCAI (1), 2010)

Detection of 3D Spinal Geometry Using Iterated Marginal Space Learning. - B. Michael Kelm; Shaohua Kevin Zhou; Michael Sühling; Yefeng Zheng 001; Michael Wels; Dorin Comaniciu (MCV, 2010)

Cardiac Anchoring in MRI through Context Modeling. - Xiaoguang Lu; Bogdan Georgescu; Marie-Pierre Jolly; Jens Guehring; Alistair A. Young; Brett R. Cowan; Arne Littmann; Dorin Comaniciu (MICCAI (1), 2010)

Fast Automatic Detection of Calcified Coronary Lesions in 3D Cardiac CT Images. - Sushil Mittal; Yefeng Zheng 001; Bogdan Georgescu; Fernando Vega Higuera; Shaohua Kevin Zhou; Peter Meer; Dorin Comaniciu (MLMI, 2010)

Cross-Modality Assessment and Planning for Pulmonary Trunk Treatment Using CT and MRI Imaging. - Dime Vitanovski; Alexey Tsymbal; Razvan Ioan Ionasec; Bogdan Georgescu; Martin Huber 001; Andrew Mayall Taylor; Silvia Schievano; Shaohua Kevin Zhou; Joachim Hornegger; Dorin Comaniciu (MICCAI (1), 2010)

Volumetric Myocardial Mechanics from 3D+t Ultrasound Data with Multi-model Tracking. - Yang Wang 001; Bogdan Georgescu; Helene Houle; Dorin Comaniciu (STACOM/CESC, 2010)

Graph Based Interactive Detection of Curve Structures in 2D Fluoroscopy. - Peng Wang 005; Wei-shing Liao; Terrence Chen; Shaohua Kevin Zhou; Dorin Comaniciu (MICCAI (3), 2010)

Fast and Automatic Heart Isolation in 3D CT Volumes: Optimal Shape Initialization. - Yefeng Zheng 001; Fernando Vega Higuera; Shaohua Kevin Zhou; Dorin Comaniciu (MLMI, 2010)

Aortic valve and ascending aortic root modeling from 3D and 3D+t CT. - Sasa Grbic; Razvan Ioan Ionasec; Dominik Zäuner; Yefeng Zheng 001; Bogdan Georgescu; Dorin Comaniciu (Image-Guided Procedures, 2010)

Learning discriminative distance functions for valve retrieval and improved decision support in valvular heart disease. - Ingmar Voigt; Dime Vitanovski; Razvan Ioan Ionasec; Alexey Tsymbal; Bogdan Georgescu; Shaohua Kevin Zhou; Martin Huber 001; Nassir Navab; Joachim Hornegger; Dorin Comaniciu (Image Processing, 2010)

Patient-Specific Modeling and Quantification of the Aortic and Mitral Valves From 4-D Cardiac CT and TEE. - Razvan Ioan Ionasec; Ingmar Voigt; Bogdan Georgescu; Yang Wang 001; Helene Houle; Fernando Vega Higuera; Nassir Navab; Dorin Comaniciu (IEEE Trans. Medical Imaging, 2010)

Robust discriminative wire structure modeling with application to stent enhancement in fluoroscopy. - Xiaoguang Lu; Terrence Chen; Dorin Comaniciu (CVPR, 2011)

Learning-based hypothesis fusion for robust catheter tracking in 2D X-ray fluoroscopy. - Wen Wu 004; Terrence Chen; Peng Wang 005; Shaohua Kevin Zhou; Dorin Comaniciu; Adrian Barbu; Norbert Strobel (CVPR, 2011)

Automatic Delineation of Left and Right Ventricles in Cardiac MRI Sequences Using a Joint Ventricular Model. - Xiaoguang Lu; Yang Wang 001; Bogdan Georgescu; Arne Littmann; Dorin Comaniciu (FIMH, 2011)

Patient-Specific Model of Left Heart Anatomy, Dynamics and Hemodynamics from 4D TEE: A First Validation Study. - Ingmar Voigt; Tommaso Mansi; Viorel Mihalef; Razvan Ioan Ionasec; Anna Calleja; Etienne Assoumou Mengue; Puneet Sharma; Helene Houle; Bogdan Georgescu; Joachim Hornegger; Dorin Comaniciu (FIMH, 2011)

Fully automatic segmentation of wrist bones for arthritis patients. - Martin Koch 002; Alexander G. Schwing; Dorin Comaniciu; Marc Pollefeys (ISBI, 2011)

Automatic cardiac flow quantification on 3D volume color Doppler data. - Yang Wang 001; Bogdan Georgescu; Saurabh Datta; Shizhen Liu; Mani A. Vannan; Dorin Comaniciu (ISBI, 2011)

A method for mass candidate detection and an application to liver lesion detection. - María Jimena Costa; Alexey Tsymbal; William Nguatem; Michael Sühling; Shaohua Kevin Zhou; Dorin Comaniciu (Computer-Aided Diagnosis, 2011)

Robust and Fast Contrast Inflow Detection for 2D X-ray Fluoroscopy. - Terrence Chen; Gareth Funka-Lea; Dorin Comaniciu (MICCAI (1), 2011)

Automatic Extraction of 3D Dynamic Left Ventricle Model from 2D Rotational Angiocardiogram. - Mingqing Chen; Yefeng Zheng 001; Kerstin Müller 002; Christopher Rohkohl; Guenter Lauritsch; Jan M. Boese; Gareth Funka-Lea; Joachim Hornegger; Dorin Comaniciu (MICCAI (3), 2011)

A Discriminative Distance Learning-Based CBIR Framework for Characterization of Indeterminate Liver Lesions. - María Jimena Costa; Alexey Tsymbal; Matthias Hammon; Alexander Cavallaro; Michael Sühling; Sascha Seifert; Dorin Comaniciu (MCBR-CDS, 2011)

Segmentation Based Features for Lymph Node Detection from 3-D Chest CT. - Johannes Feulner; Shaohua Kevin Zhou; Matthias Hammon; Joachim Hornegger; Dorin Comaniciu (MLMI, 2011)

Model-Based Fusion of Multi-modal Volumetric Images: Application to Transcatheter Valve Procedures. - Sasa Grbic; Razvan Ioan Ionasec; Yang Wang 001; Tommaso Mansi; Bogdan Georgescu; Matthias John 001; Jan M. Boese; Yefeng Zheng 001; Nassir Navab; Dorin Comaniciu (MICCAI (1), 2011)

Detection, Grading and Classification of Coronary Stenoses in Computed Tomography Angiography. - B. Michael Kelm; Sushil Mittal; Yefeng Zheng 001; Alexey Tsymbal; Dominik Bernhardt; Fernando Vega Higuera; Shaohua Kevin Zhou; Peter Meer; Dorin Comaniciu (MICCAI (3), 2011)

Automatic View Planning for Cardiac MRI Acquisition. - 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 (MICCAI (3), 2011)

Towards Patient-Specific Finite-Element Simulation of MitralClip Procedure. - Tommaso Mansi; Ingmar Voigt; Etienne Assoumou Mengue; Razvan Ioan Ionasec; Bogdan Georgescu; Thilo Noack; Joerg Seeburger; Dorin Comaniciu (MICCAI (1), 2011)

Accurate Regression-Based 4D Mitral Valve Surface Reconstruction from 2D+t MRI Slices. - Dime Vitanovski; Alexey Tsymbal; Razvan Ioan Ionasec; Michaela Schmidt; Andreas Greiser; Edgar Mueller; Xiaoguang Lu; Gareth Funka-Lea; Joachim Hornegger; Dorin Comaniciu (MLMI, 2011)

Robust Physically-Constrained Modeling of the Mitral Valve and Subvalvular Apparatus. - Ingmar Voigt; Tommaso Mansi; Razvan Ioan Ionasec; Etienne Assoumou Mengue; Helene Houle; Bogdan Georgescu; Joachim Hornegger; Dorin Comaniciu (MICCAI (3), 2011)

Image-Based Device Tracking for the Co-registration of Angiography and Intravascular Ultrasound Images. - Peng Wang 005; Terrence Chen; Olivier Ecabert; Simone Prummer; Martin Ostermeier; Dorin Comaniciu (MICCAI (1), 2011)

Efficient Detection of Native and Bypass Coronary Ostia in Cardiac CT Volumes: Anatomical vs. Pathological Structures. - Yefeng Zheng 001; Hüseyin Tek; Gareth Funka-Lea; Shaohua Kevin Zhou; Fernando Vega Higuera; Dorin Comaniciu (MICCAI (3), 2011)

Multi-part Left Atrium Modeling and Segmentation in C-Arm CT Volumes for Atrial Fibrillation Ablation. - Yefeng Zheng 001; Tianzhou Wang; Matthias John 001; Shaohua Kevin Zhou; Jan M. Boese; Dorin Comaniciu (MICCAI (3), 2011)

Learning distance function for regression-based 4D pulmonary trunk model reconstruction estimated from sparse MRI data. - Dime Vitanovski; Alexey Tsymbal; Razvan Ioan Ionasec; Bogdan Georgescu; Shaohua Kevin Zhou; Joachim Hornegger; Dorin Comaniciu (Image-Guided Procedures, 2011)

Machine learning based vesselness measurement for coronary artery segmentation in cardiac CT volumes. - Yefeng Zheng 001; Maciej Loziczonek; Bogdan Georgescu; Shaohua Kevin Zhou; Fernando Vega Higuera; Dorin Comaniciu (Image Processing, 2011)

Comparing axial CT slices in quantized N-dimensional SURF descriptor space to estimate the visible body region. - Johannes Feulner; Shaohua Kevin Zhou; Elli Angelopoulou; Sascha Seifert; Alexander Cavallaro; Joachim Hornegger; Dorin Comaniciu (Comput. Medical Imaging Graph., 2011)

A Probabilistic Model for Automatic Segmentation of the Esophagus in 3-D CT Scans. - Johannes Feulner; Shaohua Kevin Zhou; Matthias Hammon; Sascha Seifert; Martin Huber 001; Dorin Comaniciu; Joachim Hornegger; Alexander Cavallaro (IEEE Trans. Medical Imaging, 2011)

Prediction Based Collaborative Trackers (PCT): A Robust and Accurate Approach Toward 3D Medical Object Tracking. - Lin Yang 002; Bogdan Georgescu; Yefeng Zheng 001; Yang Wang 001; Peter Meer; Dorin Comaniciu (IEEE Trans. Medical Imaging, 2011)

Automatic Localization of Balloon Markers and Guidewire in Rotational Fluoroscopy with Application to 3D Stent Reconstruction. - Yu Wang 032; Terrence Chen; Peng Wang 005; Christopher Rohkohl; Dorin Comaniciu (ECCV (6), 2012)

A framework for personalization of coronary flow computations during rest and hyperemia. - Puneet Sharma; Lucian Mihai Itu; Xudong Zheng; Ali Kamen; Dominik Bernhardt; Constantin Suciu; Dorin Comaniciu (EMBC, 2012)

Enhancement of organ of interest via background subtraction in cone beam rotational angiocardiogram. - Mingqing Chen; Yefeng Zheng 001; Kerstin Müller 002; Christopher Rohkohl; Guenter Lauritsch; Jan M. Boese; Dorin Comaniciu (ISBI, 2012)

Data-driven computational models of heart anatomy, mechanics and hemodynamics: An integrated framework. - 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 (ISBI, 2012)

Personalized learning-based segmentation of thoracic aorta and main branches for diagnosis and treatment planning. - Dime Vitanovski; Kristof Ralovich; Razvan Ioan Ionasec; Yefeng Zheng 001; Michael Sühling; Waldemar Krawtschuk; Joachim Hornegger; Dorin Comaniciu (ISBI, 2012)

Fast tracking of catheters in 2D fluoroscopic images using an integrated CPU-GPU framework. - Wen Wu 004; Terrence Chen; Norbert Strobel; Dorin Comaniciu (ISBI, 2012)

Precise segmentation of the left atrium in C-arm CT volumes with applications to atrial fibrillation ablation. - Yefeng Zheng 001; Matthias John 001; Jan M. Boese; Dorin Comaniciu (ISBI, 2012)

Multi-stage osteolytic spinal bone lesion detection from CT data with internal sensitivity control. - Michael Wels; B. Michael Kelm; Alexey Tsymbal; Matthias Hammon; Grzegorz Soza; Michael Sühling; Alexander Cavallaro; Dorin Comaniciu (Computer-Aided Diagnosis, 2012)

Automatic Detection and Quantification of Mitral Regurgitation on TTE with Application to Assist Mitral Clip Planning and Evaluation. - Yang Wang 001; Dime Vitanovski; Bogdan Georgescu; Razvan Ioan Ionasec; Ingmar Voigt; Saurabh Datta; Christiane Gruner; Bernhard Herzog; Patric Biaggi; Gareth Funka-Lea; Dorin Comaniciu (CLIP, 2012)

Real Time Assistance for Stent Positioning and Assessment by Self-initialized Tracking. - Terrence Chen; Yu Wang 032; Peter Durlak; Dorin Comaniciu (MICCAI (1), 2012)

A Personalized Biomechanical Model for Respiratory Motion Prediction. - Bernhard Fuerst; Tommaso Mansi; Jianwen Zhang; Parmeshwar Khurd; Jérôme Declerck; Thomas Boettger; Nassir Navab; John E. Bayouth; Dorin Comaniciu; Ali Kamen (MICCAI (3), 2012)

Ultrasound and Fluoroscopic Images Fusion by Autonomous Ultrasound Probe Detection. - Peter Mountney; Razvan Ioan Ionasec; Markus Kaiser 003; Sina Mamaghani; Wen Wu 004; Terrence Chen; Matthias John 001; Jan M. Boese; Dorin Comaniciu (MICCAI (2), 2012)

Hemodynamic Assessment of Pre- and Post-operative Aortic Coarctation from MRI. - Kristof Ralovich; Lucian Mihai Itu; Viorel Mihalef; Puneet Sharma; Razvan Ioan Ionasec; Dime Vitanovski; Waldemar Krawtschuk; Allen Everett; Richard Ringel; Nassir Navab; Dorin Comaniciu (MICCAI (2), 2012)

LBM-EP: Lattice-Boltzmann Method for Fast Cardiac Electrophysiology Simulation from 3D Images. - Saikiran Rapaka; Tommaso Mansi; Bogdan Georgescu; Mihaela Pop; Graham A. Wright; Ali Kamen; Dorin Comaniciu (MICCAI (2), 2012)

Catheter Tracking via Online Learning for Dynamic Motion Compensation in Transcatheter Aortic Valve Implantation. - Peng Wang 005; Yefeng Zheng 001; Matthias John 001; Dorin Comaniciu (MICCAI (2), 2012)

Data-Driven Breast Decompression and Lesion Mapping from Digital Breast Tomosynthesis. - Michael Wels; B. Michael Kelm; Matthias Hammon; Anna K. Jerebko; Michael Sühling; Dorin Comaniciu (MICCAI (1), 2012)

Robust pigtail catheter tip detection in fluoroscopy. - Stratis Tzoumas; Peng Wang 005; Yefeng Zheng 001; Matthias John 001; Dorin Comaniciu (Image-Guided Procedures, 2012)

Robust tracking of a virtual electrode on a coronary sinus catheter for atrial fibrillation ablation procedures. - Wen Wu 004; Terrence Chen; Norbert Strobel; Dorin Comaniciu (Image-Guided Procedures, 2012)

Complete valvular heart apparatus model from 4D cardiac CT. - Sasa Grbic; Razvan Ioan Ionasec; Dime Vitanovski; Ingmar Voigt; Yang Wang 001; Bogdan Georgescu; Nassir Navab; Dorin Comaniciu (Medical Image Anal., 2012)

An integrated framework for finite-element modeling of mitral valve biomechanics from medical images: Application to MitralClip intervention planning. - Tommaso Mansi; Ingmar Voigt; Bogdan Georgescu; Xudong Zheng; Etienne Assoumou Mengue; Michael Hackl; Razvan Ioan Ionasec; Thilo Noack; Joerg Seeburger; Dorin Comaniciu (Medical Image Anal., 2012)

Automatic Detection and Segmentation of Lymph Nodes From CT Data. - Adrian Barbu; Michael Sühling; Xun Xu; David Liu 001; Shaohua Kevin Zhou; Dorin Comaniciu (IEEE Trans. Medical Imaging, 2012)

Automatic Aorta Segmentation and Valve Landmark Detection in C-Arm CT for Transcatheter Aortic Valve Implantation. - Yefeng Zheng 001; Matthias John 001; Rui Liao; Alois Nöttling; Jan M. Boese; Jörg Kempfert; Thomas Walther; Gernot Brockmann; Dorin Comaniciu (IEEE Trans. Medical Imaging, 2012)

A novel coupling algorithm for computing blood flow in viscoelastic arterial models. - Lucian Mihai Itu; Puneet Sharma; Ali Kamen; Constantin Suciu; Dorin Comaniciu (EMBC, 2013)

Data-Driven Reduction of a Cardiac Myofilament Model. - Tommaso Mansi; Bogdan Georgescu; Jagir Hussan; Peter J. Hunter; Ali Kamen; Dorin Comaniciu (FIMH, 2013)

From Medical Images to Fast Computational Models of Heart Electromechanics: An Integrated Framework towards Clinical Use. - 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; et al. (FIMH, 2013)

Advanced intervention planning for Transcatheter Aortic Valve Implantations (TAVI) from CT using volumetric models. - Sasa Grbic; Razvan Ioan Ionasec; Tommaso Mansi; Bogdan Georgescu; Fernando Vega Higuera; Nassir Navab; Dorin Comaniciu (ISBI, 2013)

Estimation of patient-specific material properties of the mitral valve using 4D Transesophageal Echocardiography. - Jingjing Kanik; Tommaso Mansi; Ingmar Voigt; Puneet Sharma; Razvan Ioan Ionasec; Dorin Comaniciu; James S. Duncan (ISBI, 2013)

Lattice Boltzmann Method for Fast Patient-Specific Simulation of Liver Tumor Ablation from CT Images. - 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 (MICCAI (3), 2013)

Image-Based Computational Models for TAVI Planning: From CT Images to Implant Deployment. - Sasa Grbic; Tommaso Mansi; Razvan Ioan Ionasec; Ingmar Voigt; Helene Houle; Matthias John 001; Max Schoebinger; Nassir Navab; Dorin Comaniciu (MICCAI (2), 2013)

Automatic Personalization of the Mitral Valve Biomechanical Model Based on 4D Transesophageal Echocardiography. - Jingjing Kanik; Tommaso Mansi; Ingmar Voigt; Puneet Sharma; Razvan Ioan Ionasec; Dorin Comaniciu; James S. Duncan (STACOM, 2013)

A Framework for the Pre-clinical Validation of LBM-EP for the Planning and Guidance of Ventricular Tachycardia Ablation. - 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 (STACOM, 2013)

Model-Based Estimation of 4D Relative Pressure Map from 4D Flow MR Images. - Viorel Mihalef; Saikiran Rapaka; Mehmet A. Gülsün; Angelo Scorza; Puneet Sharma; Lucian Mihai Itu; Ali Kamen; Alex Barker; Michael Markl 001; Dorin Comaniciu (STACOM, 2013)

Fast Data-Driven Calibration of a Cardiac Electrophysiology Model from Images and ECG. - 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; et al. (MICCAI (1), 2013)

Lymph node detection and segmentation in chest CT data using discriminative learning and a spatial prior. - Johannes Feulner; Shaohua Kevin Zhou; Matthias Hammon; Joachim Hornegger; Dorin Comaniciu (Medical Image Anal., 2013)

Spine detection in CT and MR using iterated marginal space learning. - B. Michael Kelm; Michael Wels; Shaohua Kevin Zhou; Sascha Seifert; Michael Sühling; Yefeng Zheng 001; Dorin Comaniciu (Medical Image Anal., 2013)

Image-based Co-Registration of Angiography and Intravascular Ultrasound Images. - Peng Wang 005; Olivier Ecabert; Terrence Chen; Michael Wels; Johannes Rieber; Martin Ostermeier; Dorin Comaniciu (IEEE Trans. Medical Imaging, 2013)

Marginal Space Learning for Medical Image Analysis - Efficient Detection and Segmentation of Anatomical Structures - Yefeng Zheng 001; Dorin Comaniciu (Springer, 2014)

Model based non-invasive estimation of PV loop from echocardiography. - Lucian Mihai Itu; Puneet Sharma; Bogdan Georgescu; Ali Kamen; Constantin Suciu; Dorin Comaniciu (EMBC, 2014)

Automatic image-to-model framework for patient-specific electromechanical modeling of the heart. - 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; et al. (ISBI, 2014)

Parameter Estimation for Personalization of Liver Tumor Radiofrequency Ablation. - Chloé Audigier; Tommaso Mansi; Hervé Delingette; Saikiran Rapaka; Viorel Mihalef; Daniel Carnegie; Emad Boctor; Michael A. Choti; Ali Kamen; Dorin Comaniciu; Nicholas Ayache (ABDI@MICCAI, 2014)

Lung Segmentation from CT with Severe Pathologies Using Anatomical Constraints. - Neil Birkbeck; Timo Kohlberger; Jingdan Zhang; Michal Sofka; Jens N. Kaftan; Dorin Comaniciu; Shaohua Kevin Zhou (MICCAI (1), 2014)

Multi-modal Validation Framework of Mitral Valve Geometry and Functional Computational Models. - 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 (STACOM, 2014)

Robust Image-Based Estimation of Cardiac Tissue Parameters and Their Uncertainty from Noisy Data. - 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 (MICCAI (2), 2014)

Robust Detection of Mitral Papillary Muscle from 4D Transesophageal Echocardiography. - Mihai Scutaru; Ingmar Voigt; Tommaso Mansi; Anand Tatpati; Razvan Ioan Ionasec; Helene Houle; Dorin Comaniciu (STACOM, 2014)

Estimation of Regional Electrical Properties of the Heart from 12-Lead ECG and Images. - 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; et al. (STACOM, 2014)

Data-driven estimation of cardiac electrical diffusivity from 12-lead ECG signals. - 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; et al. (Medical Image Anal., 2014)

Automatic Detection and Measurement of Structures in Fetal Head Ultrasound Volumes Using Sequential Estimation and Integrated Detection Network (IDN). - Michal Sofka; Jingdan Zhang; Sara Good; Shaohua Kevin Zhou; Dorin Comaniciu (IEEE Trans. Medical Imaging, 2014)

Multi-Part Modeling and Segmentation of Left Atrium in C-Arm CT for Image-Guided Ablation of Atrial Fibrillation. - Yefeng Zheng 001; Dong Yang 005; Matthias John 001; Dorin Comaniciu (IEEE Trans. Medical Imaging, 2014)

Propagation of Myocardial Fibre Architecture Uncertainty on Electromechanical Model Parameter Estimation: A Case Study. - 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; et al. (FIMH, 2015)

Data-Driven Model Reduction for Fast, High Fidelity Atrial Electrophysiology Computations. - Huanhuan Yang; Tiziano Passerini; Tommaso Mansi; Dorin Comaniciu (FIMH, 2015)

Marginal Space Deep Learning: Efficient Architecture for Detection in Volumetric Image Data. - Florin C. Ghesu; Bogdan Georgescu; Yefeng Zheng 001; Joachim Hornegger; Dorin Comaniciu (MICCAI (1), 2015)

Vito - A Generic Agent for Multi-physics Model Personalization: Application to Heart Modeling. - 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 (MICCAI (2), 2015)

Robust Live Tracking of Mitral Valve Annulus for Minimally-Invasive Intervention Guidance. - Ingmar Voigt; Mihai Scutaru; Tommaso Mansi; Bogdan Georgescu; Noha El-Zehiry; Helene Houle; Dorin Comaniciu (MICCAI (1), 2015)

3D Deep Learning for Efficient and Robust Landmark Detection in Volumetric Data. - Yefeng Zheng 001; David Liu 001; Bogdan Georgescu; Hien Nguyen 006; Dorin Comaniciu (MICCAI (1), 2015)

A parameter estimation framework for patient-specific hemodynamic computations. - Lucian Mihai Itu; Puneet Sharma; Tiziano Passerini; Ali Kamen; Constantin Suciu; Dorin Comaniciu (J. Comput. Phys., 2015)

Robust object tracking using semi-supervised appearance dictionary learning. - Lei Zhang 036; Wen Wu 004; Terrence Chen; Norbert Strobel; Dorin Comaniciu (Pattern Recognit. Lett., 2015)

Efficient Lattice Boltzmann Solver for Patient-Specific Radiofrequency Ablation of Hepatic Tumors. - Chloé Audigier; Tommaso Mansi; Herve Delingette; Saikiran Rapaka; Viorel Mihalef; Daniel Carnegie; Emad Boctor; Michael A. Choti; Ali Kamen; Nicholas Ayache; Dorin Comaniciu (IEEE Trans. Medical Imaging, 2015)

Deep Decision Network for Multi-class Image Classification. - Venkatesh N. Murthy; Vivek K. Singh 002; Terrence Chen; R. Manmatha; Dorin Comaniciu (CVPR, 2016)

An Artificial Agent for Anatomical Landmark Detection in Medical Images. - Florin C. Ghesu; Bogdan Georgescu; Tommaso Mansi; Dominik Neumann; Joachim Hornegger; Dorin Comaniciu (MICCAI (3), 2016)

Shaping the future through innovations: From medical imaging to precision medicine. - Dorin Comaniciu; Klaus Engel; Bogdan Georgescu; Tommaso Mansi (Medical Image Anal., 2016)

A self-taught artificial agent for multi-physics computational model personalization. - 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; et al. (Medical Image Anal., 2016)

Marginal Space Deep Learning: Efficient Architecture for Volumetric Image Parsing. - Florin C. Ghesu; Edward Krubasik; Bogdan Georgescu; Vivek K. Singh 002; Yefeng Zheng 001; Joachim Hornegger; Dorin Comaniciu (IEEE Trans. Medical Imaging, 2016)

An Artificial Agent for Robust Image Registration. - Rui Liao; Shun Miao; Pierre de Tournemire; Sasa Grbic; Ali Kamen; Tommaso Mansi; Dorin Comaniciu (AAAI, 2017)

Automatic Vertebra Labeling in Large-Scale 3D CT Using Deep Image-to-Image Network with Message Passing and Sparsity Regularization. - Dong Yang 005; Tao Xiong; Daguang Xu; Qiangui Huang; David Liu 001; Shaohua Kevin Zhou; Zhoubing Xu; Jin Hyeong Park; Mingqing Chen; Trac D. Tran; Sang Peter Chin; Dimitris N. Metaxas; et al. (IPMI, 2017)

Robust Multi-scale Anatomical Landmark Detection in Incomplete 3D-CT Data. - Florin C. Ghesu; Bogdan Georgescu; Sasa Grbic; Andreas K. Maier; Joachim Hornegger; Dorin Comaniciu (MICCAI (1), 2017)

Deep Image-to-Image Recurrent Network with Shape Basis Learning for Automatic Vertebra Labeling in Large-Scale 3D CT Volumes. - Dong Yang 005; 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 (MICCAI (3), 2017)

Automatic Liver Segmentation Using an Adversarial Image-to-Image Network. - Dong Yang 005; Daguang Xu; Shaohua Kevin Zhou; Bogdan Georgescu; Mingqing Chen; Sasa Grbic; Dimitris N. Metaxas; Dorin Comaniciu (MICCAI (3), 2017)

Cascaded deep decision networks for classification of endoscopic images. - Venkatesh N. Murthy; Vivek K. Singh 002; Shanhui Sun; Subhabrata Bhattacharya; Terrence Chen; Dorin Comaniciu (Image Processing, 2017)

Comprehensive preclinical evaluation of a multi-physics model of liver tumor radiofrequency ablation. - 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; et al. (Int. J. Comput. Assist. Radiol. Surg., 2017)

A Fully-Automated Pipeline for Detection and Segmentation of Liver Lesions and Pathological Lymph Nodes. - Assaf Hoogi; John W. Lambert; Yefeng Zheng 001; Dorin Comaniciu; Daniel L. Rubin (CoRR, 2017)

Personalized mitral valve closure computation and uncertainty analysis from 3D echocardiography. - 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 (Medical Image Anal., 2017)

Towards patient-specific modeling of mitral valve repair: 3D transesophageal echocardiography-derived parameter estimation. - Fan Zhang 009; 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 (Medical Image Anal., 2017)

Robust Landmark Detection in Volumetric Data with Efficient 3D Deep Learning. - Yefeng Zheng 001; David Liu 001; Bogdan Georgescu; Hien Nguyen 006; Dorin Comaniciu (Deep Learning and Convolutional Neural Networks for Medical Image Computing, 2017)

Deep Learning Based Automatic Segmentation of Pathological Kidney in CT: Local Versus Global Image Context. - Yefeng Zheng 001; David Liu 001; Bogdan Georgescu; Daguang Xu; Dorin Comaniciu (Deep Learning and Convolutional Neural Networks for Medical Image Computing, 2017)

Abstract: Robust Multi-Scale Anatomical Landmark Detection in Incomplete 3D-CT Data. - Florin C. Ghesu; Bogdan Georgescu; Sasa Grbic; Andreas K. Maier; Joachim Hornegger; Dorin Comaniciu (Bildverarbeitung für die Medizin, 2018)

Learning to Recognize Abnormalities in Chest X-Rays with Location-Aware Dense Networks. - Sebastian Gündel; Sasa Grbic; Bogdan Georgescu; Siqi Liu 001; Andreas Maier 001; Dorin Comaniciu (CIARP, 2018)

Generating Synthetic X-Ray Images of a Person From the Surface Geometry. - Brian Teixeira; Vivek K. Singh 002; Terrence Chen; Kai Ma; Birgi Tamersoy; Yifan Wu; Elena Balashova 001; Dorin Comaniciu (CVPR, 2018)

Nonlinear Adaptively Learned Optimization for Object Localization in 3D Medical Images. - Mayalen Etcheverry; Bogdan Georgescu; Benjamin Odry; Thomas J. Re; Shivam Kaushik; Bernhard Geiger; Mariappan S. Nadar; Sasa Grbic; Dorin Comaniciu (DLMIA/ML-CDS@MICCAI, 2018)

3D Anisotropic Hybrid Network: Transferring Convolutional Features from 2D Images to 3D Anisotropic Volumes. - Siqi Liu 001; Daguang Xu; Shaohua Kevin Zhou; Olivier Pauly; Sasa Grbic; Thomas Mertelmeier; Julia Wicklein; Anna K. Jerebko; Weidong Cai 001; Dorin Comaniciu (MICCAI (2), 2018)

Learning to recognize Abnormalities in Chest X-Rays with Location-Aware Dense Networks. - Sebastian Gündel; Sasa Grbic; Bogdan Georgescu; Shaohua Kevin Zhou; Ludwig Ritschl; Andreas Meier 009; Dorin Comaniciu (CoRR, 2018)

Select, Attend, and Transfer: Light, Learnable Skip Connections. - Saeid Asgari Taghanaki; Aïcha BenTaieb; Anmol Sharma; Shaohua Kevin Zhou; Yefeng Zheng 001; Bogdan Georgescu; Puneet Sharma; Sasa Grbic; Zhoubing Xu; Dorin Comaniciu; Ghassan Hamarneh (CoRR, 2018)

Decompose to manipulate: Manipulable Object Synthesis in 3D Medical Images with Structured Image Decomposition. - Siqi Liu 001; Eli Gibson; Sasa Grbic; Zhoubing Xu; Arnaud Arindra Adiyoso Setio; Jie Yang 041; Bogdan Georgescu; Dorin Comaniciu (CoRR, 2018)

Towards intelligent robust detection of anatomical structures in incomplete volumetric data. - Florin C. Ghesu; Bogdan Georgescu; Sasa Grbic; Andreas K. Maier; Joachim Hornegger; Dorin Comaniciu (Medical Image Anal., 2018)

Anisotropic Hybrid Network for Cross-Dimension Transferable Feature Learning in 3D Medical Images. - Siqi Liu 001; Daguang Xu; Shaohua Kevin Zhou; Sasa Grbic; Weidong Cai 001; Dorin Comaniciu (Deep Learning and Convolutional Neural Networks for Medical Imaging and Clinical Informatics, 2019)

Class-Aware Adversarial Lung Nodule Synthesis In CT Images. - Jie Yang 041; Siqi Liu 001; Sasa Grbic; Arnaud Arindra Adiyoso Setio; Zhoubing Xu; Eli Gibson; Guillaume Chabin; Bogdan Georgescu; Andrew F. Laine; Dorin Comaniciu (ISBI, 2019)

Quantifying and Leveraging Classification Uncertainty for Chest Radiograph Assessment. - Florin C. Ghesu; Bogdan Georgescu; Eli Gibson; Sebastian Gündel; Mannudeep K. Kalra; Ramandeep Singh; Subba R. Digumarthy; Sasa Grbic; Dorin Comaniciu (MICCAI (6), 2019)

Select, Attend, and Transfer: Light, Learnable Skip Connections. - Saeid Asgari Taghanaki; Aïcha BenTaieb; Anmol Sharma; Shaohua Kevin Zhou; Yefeng Zheng 001; Bogdan Georgescu; Puneet Sharma; Zhoubing Xu; Dorin Comaniciu; Ghassan Hamarneh (MLMI@MICCAI, 2019)

Combo loss: Handling input and output imbalance in multi-organ segmentation. - Saeid Asgari Taghanaki; Yefeng Zheng 001; Shaohua Kevin Zhou; Bogdan Georgescu; Puneet Sharma; Daguang Xu; Dorin Comaniciu; Ghassan Hamarneh (Comput. Medical Imaging Graph., 2019)

Multi-task Learning for Chest X-ray Abnormality Classification on Noisy Labels. - Sebastian Gündel; Florin C. Ghesu; Sasa Grbic; Eli Gibson; Bogdan Georgescu; Andreas K. Maier; Dorin Comaniciu (CoRR, 2019)

Multi-Scale Deep Reinforcement Learning for Real-Time 3D-Landmark Detection in CT Scans. - Florin C. Ghesu; Bogdan Georgescu; Yefeng Zheng 001; Sasa Grbic; Andreas K. Maier; Joachim Hornegger; Dorin Comaniciu (IEEE Trans. Pattern Anal. Mach. Intell., 2019)

False Positive Reduction Using Multiscale Contextual Features for Prostate Cancer Detection in Multi-Parametric MRI Scans. - Xin Yu 010; Bin Lou; Bibo Shi; David J. Winkel; Nacim Arrahmane; Mamadou Diallo; Tongbai Meng; Heinrich von Busch; Robert Grimm 002; Berthold Kiefer; Dorin Comaniciu; Ali Kamen; et al. (ISBI, 2020)

Artificial Intelligence for Healthcare. - Dorin Comaniciu (KDD, 2020)

Extracting and Leveraging Nodule Features with Lung Inpainting for Local Feature Augmentation. - Sebastian Gündel; Arnaud A. A. Setio; Sasa Grbic; Andreas K. Maier; Dorin Comaniciu (MLMI@MICCAI, 2020)

Deep Attentive Panoptic Model for Prostate Cancer Detection Using Biparametric MRI Scans. - Xin Yu 010; Bin Lou; Donghao Zhang; David J. Winkel; Nacim Arrahmane; Mamadou Diallo; Tongbai Meng; Heinrich von Busch; Robert Grimm 002; Berthold Kiefer; Dorin Comaniciu; Ali Kamen (MICCAI (4), 2020)

Graph Attention Network based Pruning for Reconstructing 3D Liver Vessel Morphology from Contrasted CT Images. - Donghao Zhang; Siqi Liu 001; Shikha Chaganti; Eli Gibson; Zhoubing Xu; Sasa Grbic; Weidong Cai 001; Dorin Comaniciu (CoRR, 2020)

Quantification of Tomographic Patterns associated with COVID-19 from Chest CT. - Shikha Chaganti; Abishek Balachandran; Guillaume Chabin; Stuart Cohen; Thomas Flohr 001; Bogdan Georgescu; Philippe Grenier; Sasa Grbic; Siqi Liu 001; François Mellot; Nicolas Murray; Savvas Nicolaou; et al. (CoRR, 2020)

3D Tomographic Pattern Synthesis for Enhancing the Quantification of COVID-19. - Siqi Liu 001; Bogdan Georgescu; Zhoubing Xu; Youngjin Yoo; Guillaume Chabin; Shikha Chaganti; Sasa Grbic; Sebastian Piat; Brian Teixeira; Abishek Balachandran; Vishwanath RS; Thomas J. Re; et al. (CoRR, 2020)

Machine Learning Automatically Detects COVID-19 using Chest CTs in a Large Multicenter Cohort. - Bogdan Georgescu; Shikha Chaganti; Gorka Bastarrika Aleman; Eduardo Jose Mortani Barbosa Jr.; Jordi Broncano Cabrero; Guillaume Chabin; Thomas Flohr 001; Philippe Grenier; Sasa Grbic; Nakul Gupta; François Mellot; Savvas Nicolaou; et al. (CoRR, 2020)

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. - Eduardo Jose Mortani Barbosa Jr.; Warren B. Gefter; Rochelle Yang; Florin C. Ghesu; Siqi Liu 001; Boris Mailhé; Awais Mansoor; Sasa Grbic; Sebastian Piat; Guillaume Chabin; R. S. Vishwanath; Abishek Balachandran; et al. (CoRR, 2020)

Abstract: Extracting and Leveraging Nodule Features with Lung Inpainting for Local Feature Augmentation. - Sebastian Gündel; Arnaud A. A. Setio; Sasa Grbic; Andreas Maier 001; Dorin Comaniciu (Bildverarbeitung für die Medizin, 2021)

Brain midline shift detection and quantification by a cascaded deep network pipeline on non-contrast computed tomography scans. - 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; et al. (ICCVW, 2021)

Quantifying and leveraging predictive uncertainty for medical image assessment. - 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; et al. (Medical Image Anal., 2021)

Robust classification from noisy labels: Integrating additional knowledge for chest radiography abnormality assessment. - Sebastian Gündel; Arnaud A. A. Setio; Florin C. Ghesu; Sasa Grbic; Bogdan Georgescu; Andreas K. Maier; Dorin Comaniciu (Medical Image Anal., 2021)

No Surprises: Training Robust Lung Nodule Detection for Low-Dose CT Scans by Augmenting With Adversarial Attacks. - Siqi Liu 001; Arnaud Arindra Adiyoso Setio; Florin C. Ghesu; Eli Gibson; Sasa Grbic; Bogdan Georgescu; Dorin Comaniciu (IEEE Trans. Medical Imaging, 2021)

Detecting Out-of-Distribution via an Unsupervised Uncertainty Estimation for Prostate Cancer Diagnosis. - Jingya Liu; Bin Lou; Mamadou Diallo; Tongbai Meng; Heinrich von Busch; Robert Grimm 002; Yingli Tian; Dorin Comaniciu; Ali Kamen (MIDL, 2022)

Self-supervised Learning from 100 Million Medical Images. - 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 (CoRR, 2022)

Flexible-Cm GAN: Towards Precise 3D Dose Prediction in Radiotherapy. - Riqiang Gao; Bin Lou; Zhoubing Xu; Dorin Comaniciu; Ali Kamen (CVPR, 2023)

The importance of data domain on self-supervised learning for brain metastasis detection and segmentation. - Youngjin Yoo; Gengyan Zhao; Andreea Sandu; Thomas J. Re; Jyotipriya Das; Hesheng Wang 003; Michelle Kim; Colette Shen; Yueh Lee; Douglas Kondziolka; Mohannad Ibrahim; Jun Lian; et al. (Computer-Aided Diagnosis, 2023)

ConTrack: Contextual Transformer for Device Tracking in X-Ray. - Marc Demoustier; Yue Zhang; Venkatesh Narasimha Murthy; Florin C. Ghesu; Dorin Comaniciu (MICCAI (9), 2023)

Multi-scale Self-Supervised Learning for Longitudinal Lesion Tracking with Optional Supervision. - Anamaria Vizitiu; Antonia T. Mohaiu; Ioan M. Popdan; Abishek Balachandran; Florin C. Ghesu; Dorin Comaniciu (MICCAI (1), 2023)

3D-2D GAN based brain metastasis synthesis with configurable parameters for fully 3D data augmentation. - Gengyan Zhao; Youngjin Yoo; Thomas J. Re; Jyotipriya Das; Hesheng Wang 003; Michelle Kim; Colette Shen; Yueh Lee; Douglas Kondziolka; Mohannad Ibrahim; Jun Lian; Rajan Jain; et al. (Image Processing, 2023)

Generation of Radiology Findings in Chest X-Ray by Leveraging Collaborative Knowledge. - 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 (CoRR, 2023)

General-Purpose vs. Domain-Adapted Large Language Models for Extraction of Data from Thoracic Radiology Reports. - Ali H. Dhanaliwala; Rikhiya Ghosh; Sanjeev Kumar Karn; Poikavila Ullaskrishnan; Oladimeji Farri; Dorin Comaniciu; Charles E. Kahn (CoRR, 2023)

Multi-Agent Reinforcement Learning Meets Leaf Sequencing in Radiotherapy. - Riqiang Gao; Florin-Cristian Ghesu; Simon Arberet; Shahab Basiri; Esa Kuusela; Martin Kraus; Dorin Comaniciu; Ali Kamen (ICML, 2024)

A Novel Tracking Framework for Devices in X-ray Leveraging Supplementary Cue-Driven Self-supervised Features. - Saahil Islam; Venkatesh N. Murthy; Dominik Neumann; Serkan Çimen; Puneet Sharma; Andreas K. Maier; Dorin Comaniciu; Florin C. Ghesu (MICCAI (6), 2024)

Self-Supervised Learning for Interventional Image Analytics: Towards Robust Device Trackers. - Saahil Islam; Venkatesh N. Murthy; Dominik Neumann; Badhan Kumar Das; Puneet Sharma; Andreas K. Maier; Dorin Comaniciu; Florin C. Ghesu (CoRR, 2024)

Deep Learning-based Unsupervised Domain Adaptation via a Unified Model for Prostate Lesion Detection Using Multisite Bi-parametric MRI Datasets. - Hao Li; Han Liu; Heinrich von Busch; Robert Grimm 002; Henkjan Huisman; Angela Tong; David J. Winkel; Tobias Penzkofer; Ivan Shabunin; Moon Hyung Choi; Qingsong Yang; Dieter Szolar; et al. (CoRR, 2024)

Towards a vision foundation model for comprehensive assessment of Cardiac MRI. - Athira J. Jacob; Indraneel Borgohain; Teodora Chitiboi; Puneet Sharma; Dorin Comaniciu; Daniel Rueckert (CoRR, 2024)

Deep learning-based identification of patients at increased risk of cancer using routine laboratory markers. - Vivek Singh; Shikha Chaganti; Matthias Siebert; Soumya Rajesh; Andrei Puiu; Raj Gopalan; Jamie Gramz; Dorin Comaniciu; Ali Kamen (CoRR, 2024)

Self Pre-Training with Adaptive Mask Autoencoders for Variable-Contrast 3D Medical Imaging. - Badhan Kumar Das; Gengyan Zhao; Han Liu; Thomas J. Re; Dorin Comaniciu; Eli Gibson; Andreas K. Maier (ISBI, 2025)

Multi-Agent Reinforcement Learning with Long-Term Performance Objectives for Service Workforce Optimization. - Kareem Eissa; Rayal Prasad; Sarith Mohan; Ankur Kapoor; Dorin Comaniciu; Vivek K. Singh 002 (CoRR, 2025)

AdaViT: Adaptive Vision Transformer for Flexible Pretrain and Finetune with Variable 3D Medical Image Modalities. - Badhan Kumar Das; Gengyan Zhao; Han Liu; Thomas J. Re; Dorin Comaniciu; Eli Gibson; Andreas K. Maier (CoRR, 2025)

Multi-Plane Vision Transformer for Hemorrhage Classification Using Axial and Sagittal MRI Data. - Badhan Kumar Das; Gengyan Zhao; Boris Mailhé; Thomas J. Re; Dorin Comaniciu; Eli Gibson; Andreas K. Maier (CoRR, 2025)

VIViT: Variable-Input Vision Transformer Framework for 3D MR Image Segmentation. - Badhan Kumar Das; Ajay Singh; Gengyan Zhao; Han Liu; Thomas J. Re; Dorin Comaniciu; Eli Gibson; Andreas K. Maier (CoRR, 2025)