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

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

A Versatile Method for Trifocal Tensor Estimation. - Bogdan Matei; Bogdan Georgescu; Peter Meer (ICCV, 2001)

Edge Detection with Embedded Confidence. - Peter Meer; Bogdan Georgescu (IEEE Trans. Pattern Anal. Mach. Intell., 2001)

Balanced Recovery of 3D Structure and Camera Motion from Uncalibrated Image Sequences. - Bogdan Georgescu; Peter Meer (ECCV (2), 2002)

Synergism in Low Level Vision. - Christopher M. Christoudias; Bogdan Georgescu; Peter Meer (ICPR (4), 2002)

Mean Shift Based Clustering in High Dimensions: A Texture Classification Example. - Bogdan Georgescu; Ilan Shimshoni; Peter Meer (ICCV, 2003)

A 0.28µm CMOS Bluetooth Frequency Synthesizer for Integration with a Bluetooth SOC Reference Platform. - Bogdan Georgescu; Joshua K. Nakaska; Robert G. Randall; James W. Haslett (IWSOC, 2003)

Tunable coupled inductor Q-enhancement for parallel resonant LC tanks. - Bogdan Georgescu; Holly Pekau; James W. Haslett; John G. McRory (IEEE Trans. Circuits Syst. II Express Briefs, 2003)

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

Point Matching under Large Image Deformations and Illumination Changes. - Bogdan Georgescu; Peter Meer (IEEE Trans. Pattern Anal. Mach. Intell., 2004)

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

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

Image mining for investigative pathology using optimized feature extraction and data fusion. - Wenjin Chen; Peter Meer; Bogdan Georgescu; Wei He; Lauri A. Goodell; David J. Foran (Comput. Methods Programs Biomed., 2005)

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)

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

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

2 GHz$rm Q$-Enhanced Active Filter With Low Passband Distortion and High Dynamic Range. - Bogdan Georgescu; Ivars G. Finvers; Fadhel M. Ghannouchi (IEEE J. Solid State Circuits, 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)

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)

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)

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)

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

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)

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)

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)

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)

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)

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)

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)

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)

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)

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)

Patient-Specific Modeling of the Heart: Applications to Cardiovascular Disease Management. - Razvan Ioan Ionasec; Ingmar Voigt; Viorel Mihalef; Sasa Grbic; Dime Vitanovski; Yang Wang 001; Yefeng Zheng 001; Joachim Hornegger; Nassir Navab; Bogdan Georgescu (STACOM/CESC, 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)

Automatic Aorta Segmentation and Valve Landmark Detection in C-Arm CT: Application to Aortic Valve Implantation. - Yefeng Zheng 001; Matthias John 001; Rui Liao; Jan M. Boese; Uwe Kirschstein; Bogdan Georgescu; Shaohua Kevin Zhou; Jörg Kempfert; Thomas Walther; Gernot Brockmann (MICCAI (1), 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)

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)

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)

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)

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)

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)

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)

Simultaneous detection of landmarks and key-frame in cardiac perfusion MRI using a joint spatial-temporal context model. - Xiaoguang Lu; Hui Xue 006; Marie-Pierre Jolly; Christoph Guetter; Peter Kellman; Li-yueh Hsu; Andrew E. Arai; Sven Zühlsdorff; Arne Littmann; Bogdan Georgescu; Jens Guehring (Image Processing, 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)

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)

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)

Model-based flow quantification using conditional random fields with global preferences. - Yang Wang 001; Bogdan Georgescu; Saurabh Datta; Shizhen Liu; Paaladinesh Thavendiranathan; Mani A. Vannan (ISBI, 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)

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)

Comparative Analysis of Tunable Q-Enhancement Filter Cell Topologies in a 2.4 GHz LNA. - Bogdan Georgescu; Joshua K. Nakaska; Ivars G. Finvers; Fadhel M. Ghannouchi (Circuits Syst. Signal Process., 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)

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)

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)

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)

Novel centre frequency and bandwidth control of RF LNA using two-tones phase delay. - Roghoyeh Salmeh; Bogdan Georgescu (MWSCAS, 2013)

Two-Tone Phase Delay Control of Center Frequency and Bandwidth in Low-Noise-Amplifier RF Front Ends. - Bogdan Georgescu; Roghoyeh Salmeh; Michel Fattouche; Fadhel M. Ghannouchi (IEEE Trans. Circuits Syst. II Express Briefs, 2013)

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)

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)

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)

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)

Enhancing Place Recognition Using Joint Intensity - Depth Analysis and Synthetic Data. - Elena Sizikova; Vivek Kumar Singh 004; Bogdan Georgescu; Maciej Halber; Kai Ma; Terrence Chen (ECCV Workshops (3), 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)

Personalized Computer Simulation of Diastolic Function in Heart Failure. - Ali Amr; Elham Kayvanpour; Farbod Sedaghat-Hamedani; Tiziano Passerini; Viorel Mihalef; Alan Lai; Dominik Neumann; Bogdan Georgescu; Sebastian Buss; Derliz Mereles; Edgar Zitron; Andreas E. Posch; et al. (Genom. Proteom. Bioinform., 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)

Efficient Medical Image Parsing. - Florin C. Ghesu; Bogdan Georgescu; Joachim Hornegger (Deep Learning for Medical Image Analysis, 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)

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)

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)

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)

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)

3D Organ Shape Reconstruction from Topogram Images. - Elena Balashova 001; Jiangping Wang; Vivek K. Singh 002; Bogdan Georgescu; Brian Teixeira; Ankur Kapoor (IPMI, 2019)

Tumor Burden Assessment In Lymphoma Patients: Hierarchical Analysis Of Whole Body CT. - Elijah Bolluyt; Alexandra Comaniciu; Bogdan Georgescu (ISBI, 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)

Towards Learning a Self-inverse Network for Bidirectional Image-to-image Translation. - Zengming Shen; Yifan Chen; Shaohua Kevin Zhou; Bogdan Georgescu; Xuqi Liu; Thomas S. Huang (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)

Learning A Self-Inverse Network for Bidirectional Mri Image Synthesis. - Zengming Shen; Yifan Chen; Shaohua Kevin Zhou; Bogdan Georgescu; Xuqi Liu; Thomas S. Huang (ISBI, 2020)

One-to-one Mapping for Unpaired Image-to-image Translation. - Zengming Shen; Yifan Chen; Thomas S. Huang; S. Kevin Zhou; Bogdan Georgescu; Xuqi Liu (WACV, 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)

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)

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)

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)

The Liver Tumor Segmentation Benchmark (LiTS). - Patrick Bilic; Patrick Ferdinand Christ; Hongwei Li 004; Eugene Vorontsov; Avi Ben-Cohen; Georgios Kaissis; Adi Szeskin; Colin Jacobs; Gabriel Efrain Humpire Mamani; Gabriel Chartrand; Fabian Lohöfer; Julian Walter Holch; et al. (Medical Image Anal., 2023)

Towards Robust Zero-shot Chest X-ray Classification - Exploring Data Distribution Bias in Chest X-ray Datasets. - Sheethal Bhat; Adarsh Bhandary Panambur; Awais Mansoor; Bogdan Georgescu; Sasa Grbic; Andreas K. Maier (Bildverarbeitung für die Medizin, 2025)

A Non-contrast Head CT Foundation Model for Comprehensive Neuro-Trauma Triage. - Youngjin Yoo; Bogdan Georgescu; Yanbo Zhang; Sasa Grbic; Han Liu; Gabriela D. Aldea; Thomas J. Re; Jyotipriya Das; Poikavila Ullaskrishnan; Eva Eibenberger; Andrei Chekkoury; Uttam Bodanapally; et al. (CoRR, 2025)

Sustainability, innovation and knowledge: a complex relationship based on an empirical study. - Sebastian-Ion Ceptureanu; Eduard Gabriel Ceptureanu; Bogdan Georgescu; Adriana Lavinia Iancu (Soft Comput., 2025)