Bogdan Georgescu

149 papers A* 11A 1B 9C 1Journal 50Unranked 73

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Specializing Foundation Models via Mixture of Low-Rank Experts for Comprehensive Head CT Analysis. CoRR Youngjin Yoo, Han Liu, Bogdan Georgescu, Yanbo Zhang, Sasa Grbic, Michael Baumgartner, Thomas J. Re, Jyotipriya Das, Poikavila Ullaskrishnan, Eva Eibenberger, Andrei Chekkoury, Uttam Bodanapally, Savvas Nicolaou, Pina C. Sanelli, Thomas J. Schroeppel, Yvonne W. Lui, Eli Gibson
2025	—	`conf`	A Non-contrast Head CT Foundation Model for Comprehensive Neuro-Trauma Triage. MICCAI (4) 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, Savvas Nicolaou, Pina C. Sanelli, Thomas J. Schroeppel, Yvonne W. Lui, Eli Gibson
2025	J	`jnl`	A Non-contrast Head CT Foundation Model for Comprehensive Neuro-Trauma Triage. CoRR 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, Savvas Nicolaou, Pina C. Sanelli, Thomas J. Schroeppel, Yvonne W. Lui, Eli Gibson
2025	—	`conf`	Exemplar Med-DETR: Toward Generalized and Robust Lesion Detection in Mammogram Images and Beyond. MICCAI (6) Sheethal Bhat, Bogdan Georgescu, Adarsh Bhandary Panambur, Mathias Zinnen, Tri-Thien Nguyen, Awais Mansoor, Karim Khalifa Elbarbary, Siming Bayer, Florin-Cristian Ghesu, Sasa Grbic, Andreas K. Maier
2025	J	`jnl`	Revisiting 2D Foundation Models for Scalable 3D Medical Image Classification. CoRR Han Liu, Bogdan Georgescu, Yanbo Zhang, Youngjin Yoo, Michael Baumgartner, Riqiang Gao, Jianing Wang, Gengyan Zhao, Eli Gibson, Dorin Comaniciu, Sasa Grbic
2025	J	`jnl`	Sustainability, innovation and knowledge: a complex relationship based on an empirical study. Soft Comput. Sebastian-Ion Ceptureanu, Eduard Gabriel Ceptureanu, Bogdan Georgescu, Adriana Lavinia Iancu
2025	—	`conf`	Towards Robust Zero-shot Chest X-ray Classification - Exploring Data Distribution Bias in Chest X-ray Datasets. Bildverarbeitung für die Medizin Sheethal Bhat, Adarsh Bhandary Panambur, Awais Mansoor, Bogdan Georgescu, Sasa Grbic, Andreas K. Maier
2023	J	`jnl`	Generation of Radiology Findings in Chest X-Ray by Leveraging Collaborative Knowledge. CoRR Manuela Daniela Danu, Vasile George Marica, Sanjeev Kumar Karn, Bogdan Georgescu, Awais Mansoor, Florin C. Ghesu, Lucian Mihai Itu, Constantin Suciu, Sasa Grbic, Oladimeji Farri, Dorin Comaniciu
2023	J	`jnl`	The Liver Tumor Segmentation Benchmark (LiTS). Medical Image Anal. Patrick Bilic, Patrick Ferdinand Christ, Hongwei Li, Eugene Vorontsov, Avi Ben-Cohen, Georgios Kaissis, Adi Szeskin, Colin Jacobs, Gabriel Efrain Humpire Mamani, Gabriel Chartrand, Fabian Lohöfer, Julian Walter Holch, Wieland H. Sommer, Felix Hofmann, Alexandre Hostettler, Naama Lev-Cohain, Michal Drozdzal, Michal Marianne Amitai, Refael Vivanti, Jacob Sosna, Ivan Ezhov, Anjany Sekuboyina, Fernando Navarro, Florian Kofler, Johannes C. Paetzold, Suprosanna Shit, Xiaobin Hu, Jana Lipková, Markus Rempfler, Marie Piraud, Jan Kirschke, Benedikt Wiestler, Zhiheng Zhang, Christian Hülsemeyer, Marcel Beetz, Florian Ettlinger, Michela Antonelli, Woong Bae, Miriam Bellver, Lei Bi, Hao Chen, Grzegorz Chlebus, Erik B. Dam, Qi Dou, Chi-Wing Fu, Bogdan Georgescu, Xavier Giró-i-Nieto, Felix Grün, Xu Han, Pheng-Ann Heng, Jürgen Hesser, Jan Hendrik Moltz, Christian Igel, Fabian Isensee, Paul Jäger, Fucang Jia, Krishna Chaitanya Kaluva, Mahendra Khened, Ildoo Kim, Jae-Hun Kim, Sungwoong Kim, Simon Kohl, Tomasz K. Konopczynski, Avinash Kori, Ganapathy Krishnamurthi, Fan Li, Hongchao Li, Junbo Li, Xiaomeng Li, John S. Lowengrub, Jun Ma, Klaus H. Maier-Hein, Kevis-Kokitsi Maninis, Hans Meine, Dorit Merhof, Akshay Pai, Mathias Perslev, Jens Petersen, Jordi Pont-Tuset, Jin Qi, Xiaojuan Qi, Oliver Rippel, Karsten Roth, Ignacio Sarasua, Andrea Schenk, Zengming Shen, Jordi Torres, Christian Wachinger, Chunliang Wang, Leon Weninger, Jianrong Wu, Daguang Xu, Xiaoping Yang, Simon Chun-Ho Yu, Yading Yuan, Miao Yue, Liping Zhang, Manuel Jorge Cardoso, Spyridon Bakas, Rickmer Braren, Volker Heinemann, Christopher Pal, An Tang, Samuel Kadoury, Luc Soler, Bram van Ginneken, Hayit Greenspan, Leo Joskowicz, Bjoern H. Menze
2022	J	`jnl`	Self-supervised Learning from 100 Million Medical Images. CoRR Florin C. Ghesu, Bogdan Georgescu, Awais Mansoor, Youngjin Yoo, Dominik Neumann, Pragneshkumar Patel, R. S. Vishwanath, James M. Balter, Yue Cao, Sasa Grbic, Dorin Comaniciu
2021	J	`jnl`	No Surprises: Training Robust Lung Nodule Detection for Low-Dose CT Scans by Augmenting With Adversarial Attacks. IEEE Trans. Medical Imaging Siqi Liu, Arnaud Arindra Adiyoso Setio, Florin C. Ghesu, Eli Gibson, Sasa Grbic, Bogdan Georgescu, Dorin Comaniciu
2021	J	`jnl`	Quantifying and leveraging predictive uncertainty for medical image assessment. Medical Image Anal. Florin C. Ghesu, Bogdan Georgescu, Awais Mansoor, Youngjin Yoo, Eli Gibson, R. S. Vishwanath, Abishek Balachandran, James M. Balter, Yue Cao, Ramandeep Singh, Subba R. Digumarthy, Mannudeep K. Kalra, Sasa Grbic, Dorin Comaniciu
2021	J	`jnl`	Robust Classification from Noisy Labels: Integrating Additional Knowledge for Chest Radiography Abnormality Assessment. CoRR Sebastian Gündel, Arnaud A. A. Setio, Florin C. Ghesu, Sasa Grbic, Bogdan Georgescu, Andreas Maier, Dorin Comaniciu
2021	J	`jnl`	Robust classification from noisy labels: Integrating additional knowledge for chest radiography abnormality assessment. Medical Image Anal. Sebastian Gündel, Arnaud A. A. Setio, Florin C. Ghesu, Sasa Grbic, Bogdan Georgescu, Andreas K. Maier, Dorin Comaniciu
2020	J	`jnl`	3D Tomographic Pattern Synthesis for Enhancing the Quantification of COVID-19. CoRR Siqi Liu, Bogdan Georgescu, Zhoubing Xu, Youngjin Yoo, Guillaume Chabin, Shikha Chaganti, Sasa Grbic, Sebastian Piat, Brian Teixeira, Abishek Balachandran, Vishwanath RS, Thomas J. Re, Dorin Comaniciu
2020	—	`conf`	Learning A Self-Inverse Network for Bidirectional Mri Image Synthesis. ISBI Zengming Shen, Yifan Chen, Shaohua Kevin Zhou, Bogdan Georgescu, Xuqi Liu, Thomas S. Huang
2020	J	`jnl`	Machine Learning Automatically Detects COVID-19 using Chest CTs in a Large Multicenter Cohort. CoRR Bogdan Georgescu, Shikha Chaganti, Gorka Bastarrika Aleman, Eduardo Jose Mortani Barbosa Jr., Jordi Broncano Cabrero, Guillaume Chabin, Thomas Flohr, Philippe Grenier, Sasa Grbic, Nakul Gupta, François Mellot, Savvas Nicolaou, Thomas J. Re, Pina C. Sanelli, Alexander W. Sauter, Youngjin Yoo, Valentin Ziebandt, Dorin Comaniciu
2020	J	`jnl`	No Surprises: Training Robust Lung Nodule Detection for Low-Dose CT Scans by Augmenting with Adversarial Attacks. CoRR Siqi Liu, Arnaud Arindra Adiyoso Setio, Florin C. Ghesu, Eli Gibson, Sasa Grbic, Bogdan Georgescu, Dorin Comaniciu
2020	A	`conf`	One-to-one Mapping for Unpaired Image-to-image Translation. WACV Zengming Shen, Yifan Chen, Thomas S. Huang, S. Kevin Zhou, Bogdan Georgescu, Xuqi Liu
2020	J	`jnl`	Quantification of Tomographic Patterns associated with COVID-19 from Chest CT. CoRR Shikha Chaganti, Abishek Balachandran, Guillaume Chabin, Stuart Cohen, Thomas Flohr, Bogdan Georgescu, Philippe Grenier, Sasa Grbic, Siqi Liu, François Mellot, Nicolas Murray, Savvas Nicolaou, William Parker, Thomas J. Re, Pina C. Sanelli, Alexander W. Sauter, Zhoubing Xu, Youngjin Yoo, Valentin Ziebandt, Dorin Comaniciu
2020	J	`jnl`	Quantifying and Leveraging Predictive Uncertainty for Medical Image Assessment. CoRR Florin C. Ghesu, Bogdan Georgescu, Awais Mansoor, Youngjin Yoo, Eli Gibson, R. S. Vishwanath, Abishek Balachandran, James M. Balter, Yue Cao, Ramandeep Singh, Subba R. Digumarthy, Mannudeep K. Kalra, Sasa Grbic, Dorin Comaniciu
2019	—	`conf`	3D Organ Shape Reconstruction from Topogram Images. IPMI Elena Balashova, Jiangping Wang, Vivek K. Singh, Bogdan Georgescu, Brian Teixeira, Ankur Kapoor
2019	J	`jnl`	3D Organ Shape Reconstruction from Topogram Images. CoRR Elena Balashova, Jiangping Wang, Vivek K. Singh, Bogdan Georgescu, Brian Teixeira, Ankur Kapoor
2019	—	`conf`	Class-Aware Adversarial Lung Nodule Synthesis In CT Images. ISBI Jie Yang, Siqi Liu, Sasa Grbic, Arnaud Arindra Adiyoso Setio, Zhoubing Xu, Eli Gibson, Guillaume Chabin, Bogdan Georgescu, Andrew F. Laine, Dorin Comaniciu
2019	J	`jnl`	Combo loss: Handling input and output imbalance in multi-organ segmentation. Comput. Medical Imaging Graph. Saeid Asgari Taghanaki, Yefeng Zheng, Shaohua Kevin Zhou, Bogdan Georgescu, Puneet Sharma, Daguang Xu, Dorin Comaniciu, Ghassan Hamarneh
2019	J	`jnl`	Multi-Scale Deep Reinforcement Learning for Real-Time 3D-Landmark Detection in CT Scans. IEEE Trans. Pattern Anal. Mach. Intell. Florin C. Ghesu, Bogdan Georgescu, Yefeng Zheng, Sasa Grbic, Andreas K. Maier, Joachim Hornegger, Dorin Comaniciu
2019	J	`jnl`	Multi-task Learning for Chest X-ray Abnormality Classification on Noisy Labels. CoRR Sebastian Gündel, Florin C. Ghesu, Sasa Grbic, Eli Gibson, Bogdan Georgescu, Andreas K. Maier, Dorin Comaniciu
2019	J	`jnl`	One-to-one Mapping for Unpaired Image-to-image Translation. CoRR Zengming Shen, Shaohua Kevin Zhou, Yifan Chen, Bogdan Georgescu, Xuqi Liu, Thomas S. Huang
2019	—	`conf`	Quantifying and Leveraging Classification Uncertainty for Chest Radiograph Assessment. MICCAI (6) Florin C. Ghesu, Bogdan Georgescu, Eli Gibson, Sebastian Gündel, Mannudeep K. Kalra, Ramandeep Singh, Subba R. Digumarthy, Sasa Grbic, Dorin Comaniciu
2019	J	`jnl`	Quantifying and Leveraging Classification Uncertainty for Chest Radiograph Assessment. CoRR Florin C. Ghesu, Bogdan Georgescu, Eli Gibson, Sebastian Gündel, Mannudeep K. Kalra, Ramandeep Singh, Subba R. Digumarthy, Sasa Grbic, Dorin Comaniciu
2019	—	`conf`	Select, Attend, and Transfer: Light, Learnable Skip Connections. MLMI@MICCAI Saeid Asgari Taghanaki, Aïcha BenTaieb, Anmol Sharma, Shaohua Kevin Zhou, Yefeng Zheng, Bogdan Georgescu, Puneet Sharma, Zhoubing Xu, Dorin Comaniciu, Ghassan Hamarneh
2019	J	`jnl`	Towards Learning a Self-inverse Network for Bidirectional Image-to-image Translation. CoRR Zengming Shen, Yifan Chen, Shaohua Kevin Zhou, Bogdan Georgescu, Xuqi Liu, Thomas S. Huang
2019	—	`conf`	Tumor Burden Assessment In Lymphoma Patients: Hierarchical Analysis Of Whole Body CT. ISBI Elijah Bolluyt, Alexandra Comaniciu, Bogdan Georgescu
2018	—	`conf`	Abstract: Robust Multi-Scale Anatomical Landmark Detection in Incomplete 3D-CT Data. Bildverarbeitung für die Medizin Florin C. Ghesu, Bogdan Georgescu, Sasa Grbic, Andreas K. Maier, Joachim Hornegger, Dorin Comaniciu
2018	J	`jnl`	Class-Aware Adversarial Lung Nodule Synthesis in CT Images. CoRR Jie Yang, Siqi Liu, Sasa Grbic, Arnaud Arindra Adiyoso Setio, Zhoubing Xu, Eli Gibson, Guillaume Chabin, Bogdan Georgescu, Andrew F. Laine, Dorin Comaniciu
2018	J	`jnl`	Combo Loss: Handling Input and Output Imbalance in Multi-Organ Segmentation. CoRR Saeid Asgari Taghanaki, Yefeng Zheng, Shaohua Kevin Zhou, Bogdan Georgescu, Puneet Sharma, Daguang Xu, Dorin Comaniciu, Ghassan Hamarneh
2018	J	`jnl`	Decompose to manipulate: Manipulable Object Synthesis in 3D Medical Images with Structured Image Decomposition. CoRR Siqi Liu, Eli Gibson, Sasa Grbic, Zhoubing Xu, Arnaud Arindra Adiyoso Setio, Jie Yang, Bogdan Georgescu, Dorin Comaniciu
2018	C	`conf`	Learning to Recognize Abnormalities in Chest X-Rays with Location-Aware Dense Networks. CIARP Sebastian Gündel, Sasa Grbic, Bogdan Georgescu, Siqi Liu, Andreas Maier, Dorin Comaniciu
2018	J	`jnl`	Learning to recognize Abnormalities in Chest X-Rays with Location-Aware Dense Networks. CoRR Sebastian Gündel, Sasa Grbic, Bogdan Georgescu, Shaohua Kevin Zhou, Ludwig Ritschl, Andreas Meier, Dorin Comaniciu
2018	—	`conf`	Nonlinear Adaptively Learned Optimization for Object Localization in 3D Medical Images. DLMIA/ML-CDS@MICCAI Mayalen Etcheverry, Bogdan Georgescu, Benjamin Odry, Thomas J. Re, Shivam Kaushik, Bernhard Geiger, Mariappan S. Nadar, Sasa Grbic, Dorin Comaniciu
2018	J	`jnl`	Select, Attend, and Transfer: Light, Learnable Skip Connections. CoRR Saeid Asgari Taghanaki, Aïcha BenTaieb, Anmol Sharma, Shaohua Kevin Zhou, Yefeng Zheng, Bogdan Georgescu, Puneet Sharma, Sasa Grbic, Zhoubing Xu, Dorin Comaniciu, Ghassan Hamarneh
2018	J	`jnl`	Towards intelligent robust detection of anatomical structures in incomplete volumetric data. Medical Image Anal. Florin C. Ghesu, Bogdan Georgescu, Sasa Grbic, Andreas K. Maier, Joachim Hornegger, Dorin Comaniciu
2017	—	`conf`	Automatic Liver Segmentation Using an Adversarial Image-to-Image Network. MICCAI (3) Dong Yang, Daguang Xu, Shaohua Kevin Zhou, Bogdan Georgescu, Mingqing Chen, Sasa Grbic, Dimitris N. Metaxas, Dorin Comaniciu
2017	J	`jnl`	Automatic Liver Segmentation Using an Adversarial Image-to-Image Network. CoRR Dong Yang, Daguang Xu, Shaohua Kevin Zhou, Bogdan Georgescu, Mingqing Chen, Sasa Grbic, Dimitris N. Metaxas, Dorin Comaniciu
2017	—	`ch.`	Deep Learning Based Automatic Segmentation of Pathological Kidney in CT: Local Versus Global Image Context. Deep Learning and Convolutional Neural Networks for Medical Image Computing Yefeng Zheng, David Liu, Bogdan Georgescu, Daguang Xu, Dorin Comaniciu
2017	—	`ch.`	Efficient Medical Image Parsing. Deep Learning for Medical Image Analysis Florin C. Ghesu, Bogdan Georgescu, Joachim Hornegger
2017	—	`ch.`	Robust Landmark Detection in Volumetric Data with Efficient 3D Deep Learning. Deep Learning and Convolutional Neural Networks for Medical Image Computing Yefeng Zheng, David Liu, Bogdan Georgescu, Hien Nguyen, Dorin Comaniciu
2017	—	`conf`	Robust Multi-scale Anatomical Landmark Detection in Incomplete 3D-CT Data. MICCAI (1) Florin C. Ghesu, Bogdan Georgescu, Sasa Grbic, Andreas K. Maier, Joachim Hornegger, Dorin Comaniciu
2016	J	`jnl`	A Self-Taught Artificial Agent for Multi-Physics Computational Model Personalization. CoRR Dominik Neumann, Tommaso Mansi, Lucian Mihai Itu, Bogdan Georgescu, Elham Kayvanpour, Farbod Sedaghat-Hamedani, Ali Amr, Jan Haas, Hugo A. Katus, Benjamin Meder, Stefan Steidl, Joachim Hornegger, Dorin Comaniciu
2016	J	`jnl`	A self-taught artificial agent for multi-physics computational model personalization. Medical Image Anal. Dominik Neumann, Tommaso Mansi, Lucian Mihai Itu, Bogdan Georgescu, Elham Kayvanpour, Farbod Sedaghat-Hamedani, Ali Amr, Jan Haas, Hugo A. Katus, Benjamin Meder, Stefan Steidl, Joachim Hornegger, Dorin Comaniciu
2016	—	`conf`	An Artificial Agent for Anatomical Landmark Detection in Medical Images. MICCAI (3) Florin C. Ghesu, Bogdan Georgescu, Tommaso Mansi, Dominik Neumann, Joachim Hornegger, Dorin Comaniciu
2016	—	`conf`	Enhancing Place Recognition Using Joint Intensity - Depth Analysis and Synthetic Data. ECCV Workshops (3) Elena Sizikova, Vivek Kumar Singh, Bogdan Georgescu, Maciej Halber, Kai Ma, Terrence Chen
2016	J	`jnl`	Marginal Space Deep Learning: Efficient Architecture for Volumetric Image Parsing. IEEE Trans. Medical Imaging Florin C. Ghesu, Edward Krubasik, Bogdan Georgescu, Vivek K. Singh, Yefeng Zheng, Joachim Hornegger, Dorin Comaniciu
2016	J	`jnl`	Personalized Computer Simulation of Diastolic Function in Heart Failure. Genom. Proteom. Bioinform. 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, Maximilian Würstle, Tommaso Mansi, Hugo A. Katus, Benjamin Meder
2016	J	`jnl`	Shaping the Future through Innovations: From Medical Imaging to Precision Medicine. CoRR Dorin Comaniciu, Klaus Engel, Bogdan Georgescu, Tommaso Mansi
2016	J	`jnl`	Shaping the future through innovations: From medical imaging to precision medicine. Medical Image Anal. Dorin Comaniciu, Klaus Engel, Bogdan Georgescu, Tommaso Mansi
2015	—	`conf`	3D Deep Learning for Efficient and Robust Landmark Detection in Volumetric Data. MICCAI (1) Yefeng Zheng, David Liu, Bogdan Georgescu, Hien Nguyen, Dorin Comaniciu
2015	—	`conf`	Marginal Space Deep Learning: Efficient Architecture for Detection in Volumetric Image Data. MICCAI (1) Florin C. Ghesu, Bogdan Georgescu, Yefeng Zheng, Joachim Hornegger, Dorin Comaniciu
2015	—	`conf`	Robust Live Tracking of Mitral Valve Annulus for Minimally-Invasive Intervention Guidance. MICCAI (1) Ingmar Voigt, Mihai Scutaru, Tommaso Mansi, Bogdan Georgescu, Noha El-Zehiry, Helene Houle, Dorin Comaniciu
2015	—	`conf`	Vito - A Generic Agent for Multi-physics Model Personalization: Application to Heart Modeling. MICCAI (2) Dominik Neumann, Tommaso Mansi, Lucian Mihai Itu, Bogdan Georgescu, Elham Kayvanpour, Farbod Sedaghat-Hamedani, Jan Haas, Hugo A. Katus, Benjamin Meder, Stefan Steidl, Joachim Hornegger, Dorin Comaniciu
2014	—	`conf`	Automatic image-to-model framework for patient-specific electromechanical modeling of the heart. ISBI Dominik Neumann, Tommaso Mansi, Sasa Grbic, Ingmar Voigt, Bogdan Georgescu, Elham Kayvanpour, Ali Amr, Farbod Sedaghat-Hamedani, Jan Haas, Hugo A. Katus, Benjamin Meder, Joachim Hornegger, Ali Kamen, Dorin Comaniciu
2014	J	`jnl`	Data-driven estimation of cardiac electrical diffusivity from 12-lead ECG signals. Medical Image Anal. Oliver Zettinig, Tommaso Mansi, Dominik Neumann, Bogdan Georgescu, Saikiran Rapaka, Philipp Seegerer, Elham Kayvanpour, Farbod Sedaghat-Hamedani, Ali Amr, Jan Haas, Henning Steen, Hugo A. Katus, Benjamin Meder, Nassir Navab, Ali Kamen, Dorin Comaniciu
2014	—	`conf`	Estimation of Regional Electrical Properties of the Heart from 12-Lead ECG and Images. STACOM Philipp Seegerer, Tommaso Mansi, Marie-Pierre Jolly, Dominik Neumann, Bogdan Georgescu, Ali Kamen, Elham Kayvanpour, Ali Amr, Farbod Sedaghat-Hamedani, Jan Haas, Hugo A. Katus, Benjamin Meder, Dorin Comaniciu
2014	—	`conf`	Model based non-invasive estimation of PV loop from echocardiography. EMBC Lucian Mihai Itu, Puneet Sharma, Bogdan Georgescu, Ali Kamen, Constantin Suciu, Dorin Comaniciu
2014	—	`conf`	Robust Image-Based Estimation of Cardiac Tissue Parameters and Their Uncertainty from Noisy Data. MICCAI (2) Dominik Neumann, Tommaso Mansi, Bogdan Georgescu, Ali Kamen, Elham Kayvanpour, Ali Amr, Farbod Sedaghat-Hamedani, Jan Haas, Hugo A. Katus, Benjamin Meder, Joachim Hornegger, Dorin Comaniciu
2013	—	`conf`	A Framework for the Pre-clinical Validation of LBM-EP for the Planning and Guidance of Ventricular Tachycardia Ablation. STACOM Tommaso Mansi, Roy Beinart, Oliver Zettinig, Saikiran Rapaka, Bogdan Georgescu, Ali Kamen, Yoav Dori, M. Muz Zviman, Daniel A. Herzka, Henry R. Halperin, Dorin Comaniciu
2013	—	`conf`	Advanced intervention planning for Transcatheter Aortic Valve Implantations (TAVI) from CT using volumetric models. ISBI Sasa Grbic, Razvan Ioan Ionasec, Tommaso Mansi, Bogdan Georgescu, Fernando Vega Higuera, Nassir Navab, Dorin Comaniciu
2013	—	`conf`	Data-Driven Reduction of a Cardiac Myofilament Model. FIMH Tommaso Mansi, Bogdan Georgescu, Jagir Hussan, Peter J. Hunter, Ali Kamen, Dorin Comaniciu
2013	—	`conf`	Fast Data-Driven Calibration of a Cardiac Electrophysiology Model from Images and ECG. MICCAI (1) Oliver Zettinig, Tommaso Mansi, Bogdan Georgescu, Elham Kayvanpour, Farbod Sedaghat-Hamedani, Ali Amr, Jan Haas, Henning Steen, Benjamin Meder, Hugo A. Katus, Nassir Navab, Ali Kamen, Dorin Comaniciu
2013	—	`conf`	From Medical Images to Fast Computational Models of Heart Electromechanics: An Integrated Framework towards Clinical Use. FIMH Oliver Zettinig, Tommaso Mansi, Bogdan Georgescu, Saikiran Rapaka, Ali Kamen, Jan Haas, Karen S. Frese, Farbod Sedaghat-Hamedani, Elham Kayvanpour, Ali Amr, Stefan Hardt, Derliz Mereles, Henning Steen, Andreas Keller, Hugo A. Katus, Benjamin Meder, Nassir Navab, Dorin Comaniciu
2013	—	`conf`	Novel centre frequency and bandwidth control of RF LNA using two-tones phase delay. MWSCAS Roghoyeh Salmeh, Bogdan Georgescu
2013	J	`jnl`	Two-Tone Phase Delay Control of Center Frequency and Bandwidth in Low-Noise-Amplifier RF Front Ends. IEEE Trans. Circuits Syst. II Express Briefs Bogdan Georgescu, Roghoyeh Salmeh, Michel Fattouche, Fadhel M. Ghannouchi
2012	J	`jnl`	An integrated framework for finite-element modeling of mitral valve biomechanics from medical images: Application to MitralClip intervention planning. Medical Image Anal. Tommaso Mansi, Ingmar Voigt, Bogdan Georgescu, Xudong Zheng, Etienne Assoumou Mengue, Michael Hackl, Razvan Ioan Ionasec, Thilo Noack, Joerg Seeburger, Dorin Comaniciu
2012	—	`conf`	Automatic Detection and Quantification of Mitral Regurgitation on TTE with Application to Assist Mitral Clip Planning and Evaluation. CLIP Yang Wang, Dime Vitanovski, Bogdan Georgescu, Razvan Ioan Ionasec, Ingmar Voigt, Saurabh Datta, Christiane Gruner, Bernhard Herzog, Patric Biaggi, Gareth Funka-Lea, Dorin Comaniciu
2012	J	`jnl`	Comparative Analysis of Tunable Q-Enhancement Filter Cell Topologies in a 2.4 GHz LNA. Circuits Syst. Signal Process. Bogdan Georgescu, Joshua K. Nakaska, Ivars G. Finvers, Fadhel M. Ghannouchi
2012	J	`jnl`	Complete valvular heart apparatus model from 4D cardiac CT. Medical Image Anal. Sasa Grbic, Razvan Ioan Ionasec, Dime Vitanovski, Ingmar Voigt, Yang Wang, Bogdan Georgescu, Nassir Navab, Dorin Comaniciu
2012	—	`conf`	Data-driven computational models of heart anatomy, mechanics and hemodynamics: An integrated framework. ISBI Tommaso Mansi, Viorel Mihalef, Puneet Sharma, Bogdan Georgescu, Xudong Zheng, Saikiran Rapaka, Ali Kamen, Derliz Mereles, Henning Steen, Benjamin Meder, Hugo A. Katus, Dorin Comaniciu
2012	—	`conf`	LBM-EP: Lattice-Boltzmann Method for Fast Cardiac Electrophysiology Simulation from 3D Images. MICCAI (2) Saikiran Rapaka, Tommaso Mansi, Bogdan Georgescu, Mihaela Pop, Graham A. Wright, Ali Kamen, Dorin Comaniciu
2012	—	`conf`	Model-based flow quantification using conditional random fields with global preferences. ISBI Yang Wang, Bogdan Georgescu, Saurabh Datta, Shizhen Liu, Paaladinesh Thavendiranathan, Mani A. Vannan
2011	—	`conf`	Automatic Delineation of Left and Right Ventricles in Cardiac MRI Sequences Using a Joint Ventricular Model. FIMH Xiaoguang Lu, Yang Wang, Bogdan Georgescu, Arne Littmann, Dorin Comaniciu
2011	—	`conf`	Automatic View Planning for Cardiac MRI Acquisition. MICCAI (3) Xiaoguang Lu, Marie-Pierre Jolly, Bogdan Georgescu, Carmel Hayes, Peter Speier, Michaela Schmidt, Xiaoming Bi, Randall Kroeker, Dorin Comaniciu, Peter Kellman, Edgar Mueller, Jens Guehring
2011	—	`conf`	Automatic cardiac flow quantification on 3D volume color Doppler data. ISBI Yang Wang, Bogdan Georgescu, Saurabh Datta, Shizhen Liu, Mani A. Vannan, Dorin Comaniciu
2011	—	`conf`	Learning distance function for regression-based 4D pulmonary trunk model reconstruction estimated from sparse MRI data. Image-Guided Procedures Dime Vitanovski, Alexey Tsymbal, Razvan Ioan Ionasec, Bogdan Georgescu, Shaohua Kevin Zhou, Joachim Hornegger, Dorin Comaniciu
2011	B	`conf`	Machine learning based vesselness measurement for coronary artery segmentation in cardiac CT volumes. Image Processing Yefeng Zheng, Maciej Loziczonek, Bogdan Georgescu, Shaohua Kevin Zhou, Fernando Vega Higuera, Dorin Comaniciu
2011	—	`conf`	Model-Based Fusion of Multi-modal Volumetric Images: Application to Transcatheter Valve Procedures. MICCAI (1) Sasa Grbic, Razvan Ioan Ionasec, Yang Wang, Tommaso Mansi, Bogdan Georgescu, Matthias John, Jan M. Boese, Yefeng Zheng, Nassir Navab, Dorin Comaniciu
2011	—	`conf`	Patient-Specific Model of Left Heart Anatomy, Dynamics and Hemodynamics from 4D TEE: A First Validation Study. FIMH Ingmar Voigt, Tommaso Mansi, Viorel Mihalef, Razvan Ioan Ionasec, Anna Calleja, Etienne Assoumou Mengue, Puneet Sharma, Helene Houle, Bogdan Georgescu, Joachim Hornegger, Dorin Comaniciu
2011	J	`jnl`	Prediction Based Collaborative Trackers (PCT): A Robust and Accurate Approach Toward 3D Medical Object Tracking. IEEE Trans. Medical Imaging Lin Yang, Bogdan Georgescu, Yefeng Zheng, Yang Wang, Peter Meer, Dorin Comaniciu
2011	—	`conf`	Robust Physically-Constrained Modeling of the Mitral Valve and Subvalvular Apparatus. MICCAI (3) Ingmar Voigt, Tommaso Mansi, Razvan Ioan Ionasec, Etienne Assoumou Mengue, Helene Houle, Bogdan Georgescu, Joachim Hornegger, Dorin Comaniciu
2011	B	`conf`	Simultaneous detection of landmarks and key-frame in cardiac perfusion MRI using a joint spatial-temporal context model. Image Processing Xiaoguang Lu, Hui Xue, Marie-Pierre Jolly, Christoph Guetter, Peter Kellman, Li-Yueh Hsu, Andrew E. Arai, Sven Zühlsdorff, Arne Littmann, Bogdan Georgescu, Jens Guehring
2011	—	`conf`	Towards Patient-Specific Finite-Element Simulation of MitralClip Procedure. MICCAI (1) Tommaso Mansi, Ingmar Voigt, Etienne Assoumou Mengue, Razvan Ioan Ionasec, Bogdan Georgescu, Thilo Noack, Joerg Seeburger, Dorin Comaniciu
2010	—	`conf`	Aortic valve and ascending aortic root modeling from 3D and 3D+t CT. Image-Guided Procedures Sasa Grbic, Razvan Ioan Ionasec, Dominik Zäuner, Yefeng Zheng, Bogdan Georgescu, Dorin Comaniciu
2010	—	`conf`	Automatic Aorta Segmentation and Valve Landmark Detection in C-Arm CT: Application to Aortic Valve Implantation. MICCAI (1) Yefeng Zheng, Matthias John, Rui Liao, Jan M. Boese, Uwe Kirschstein, Bogdan Georgescu, Shaohua Kevin Zhou, Jörg Kempfert, Thomas Walther, Gernot Brockmann
2010	—	`conf`	Cardiac Anchoring in MRI through Context Modeling. MICCAI (1) Xiaoguang Lu, Bogdan Georgescu, Marie-Pierre Jolly, Jens Guehring, Alistair A. Young, Brett R. Cowan, Arne Littmann, Dorin Comaniciu
2010	—	`conf`	Complete Valvular Heart Apparatus Model from 4D Cardiac CT. MICCAI (1) Sasa Grbic, Razvan Ioan Ionasec, Dime Vitanovski, Ingmar Voigt, Yang Wang, Bogdan Georgescu, Nassir Navab, Dorin Comaniciu
2010	—	`conf`	Computational Decision Support for Percutaneous Aortic Valve Implantation. MIAR Ingmar Voigt, Razvan Ioan Ionasec, Bogdan Georgescu, Jan M. Boese, Gernot Brockmann, Joachim Hornegger, Dorin Comaniciu
2010	—	`conf`	Cross-Modality Assessment and Planning for Pulmonary Trunk Treatment Using CT and MRI Imaging. MICCAI (1) Dime Vitanovski, Alexey Tsymbal, Razvan Ioan Ionasec, Bogdan Georgescu, Martin Huber, Andrew Mayall Taylor, Silvia Schievano, Shaohua Kevin Zhou, Joachim Hornegger, Dorin Comaniciu
2010	—	`conf`	Fast Automatic Detection of Calcified Coronary Lesions in 3D Cardiac CT Images. MLMI Sushil Mittal, Yefeng Zheng, Bogdan Georgescu, Fernando Vega Higuera, Shaohua Kevin Zhou, Peter Meer, Dorin Comaniciu
2010	B	`conf`	Learning discriminative distance functions for valve retrieval and improved decision support in valvular heart disease. Image Processing Ingmar Voigt, Dime Vitanovski, Razvan Ioan Ionasec, Alexey Tsymbal, Bogdan Georgescu, Shaohua Kevin Zhou, Martin Huber, Nassir Navab, Joachim Hornegger, Dorin Comaniciu
2010	—	`conf`	Learning-based 3D myocardial motion flow estimation using high frame rate volumetric ultrasound data. ISBI Yang Wang, Bogdan Georgescu, Dorin Comaniciu, Helene Houle
2010	J	`jnl`	Patient-Specific Modeling and Quantification of the Aortic and Mitral Valves From 4-D Cardiac CT and TEE. IEEE Trans. Medical Imaging Razvan Ioan Ionasec, Ingmar Voigt, Bogdan Georgescu, Yang Wang, Helene Houle, Fernando Vega Higuera, Nassir Navab, Dorin Comaniciu
2010	—	`conf`	Patient-Specific Modeling of the Heart: Applications to Cardiovascular Disease Management. STACOM/CESC Razvan Ioan Ionasec, Ingmar Voigt, Viorel Mihalef, Sasa Grbic, Dime Vitanovski, Yang Wang, Yefeng Zheng, Joachim Hornegger, Nassir Navab, Bogdan Georgescu
2010	—	`conf`	Patient-specific modeling of left heart anatomy, dynamics and hemodynamics from high resolution 4D CT. ISBI Viorel Mihalef, Razvan Ioan Ionasec, Yang Wang, Yefeng Zheng, Bogdan Georgescu, Dorin Comaniciu
2010	—	`conf`	Volumetric Myocardial Mechanics from 3D+t Ultrasound Data with Multi-model Tracking. STACOM/CESC Yang Wang, Bogdan Georgescu, Helene Houle, Dorin Comaniciu
2009	B	`conf`	Automatic left ventricle detection in MRI images using marginal space learning and component-based voting. Image Processing Yefeng Zheng, Xiaoguang Lu, Bogdan Georgescu, Arne Littmann, Edgar Mueller, Dorin Comaniciu
2009	A*	`conf`	Constrained marginal space learning for efficient 3D anatomical structure detection in medical images. CVPR Yefeng Zheng, Bogdan Georgescu, Haibin Ling, Shaohua Kevin Zhou, Michael Scheuering, Dorin Comaniciu
2009	—	`conf`	Discriminative Joint Context for Automatic Landmark Set Detection from a Single Cardiac MR Long Axis Slice. FIMH Xiaoguang Lu, Bogdan Georgescu, Arne Littmann, Edgar Mueller, Dorin Comaniciu
2009	B	`conf`	Left ventricle endocardium segmentation for cardiac CT volumes using an optimal smooth surface. Image Processing Yefeng Zheng, Bogdan Georgescu, Fernando Vega Higuera, Dorin Comaniciu
2009	—	`conf`	Marginal Space Learning for Efficient Detection of 2D/3D Anatomical Structures in Medical Images. IPMI Yefeng Zheng, Bogdan Georgescu, Dorin Comaniciu
2009	—	`conf`	Model-driven physiological assessment of the mitral valve from 4D TEE. Image-Guided Procedures Ingmar Voigt, Razvan Ioan Ionasec, Bogdan Georgescu, Helene Houle, Martin Huber, Joachim Hornegger, Dorin Comaniciu
2009	—	`conf`	Personalized Modeling and Assessment of the Aortic-Mitral Coupling from 4D TEE and CT. MICCAI (1) Razvan Ioan Ionasec, Ingmar Voigt, Bogdan Georgescu, Yang Wang, Helene Houle, Joachim Hornegger, Nassir Navab, Dorin Comaniciu
2009	—	`conf`	Personalized Pulmonary Trunk Modeling for Intervention Planning and Valve Assessment Estimated from CT Data. MICCAI (1) Dime Vitanovski, Razvan Ioan Ionasec, Bogdan Georgescu, Martin Huber, Andrew Mayall Taylor, Joachim Hornegger, Dorin Comaniciu
2009	A*	`conf`	Robust motion estimation using trajectory spectrum learning: Application to aortic and mitral valve modeling from 4D TEE. ICCV Razvan Ioan Ionasec, Yang Wang, Bogdan Georgescu, Ingmar Voigt, Nassir Navab, Dorin Comaniciu
2009	A*	`conf`	Robust object detection using marginal space learning and ranking-based multi-detector aggregation: Application to left ventricle detection in 2D MRI images. CVPR Yefeng Zheng, Xiaoguang Lu, Bogdan Georgescu, Arne Littmann, Edgar Mueller, Dorin Comaniciu
2009	B	`conf`	Shape-based diagnosis of the aortic valve. Image Processing Razvan Ioan Ionasec, Alexey Tsymbal, Dime Vitanovski, Bogdan Georgescu, Shaohua Kevin Zhou, Nassir Navab, Dorin Comaniciu
2009	—	`ch.`	Similarity Learning for Motion Estimation. Semantic Mining Technologies for Multimedia Databases Shaohua Kevin Zhou, Jie Shao, Bogdan Georgescu, Dorin Comaniciu
2008	A*	`conf`	3D ultrasound tracking of the left ventricle using one-step forward prediction and data fusion of collaborative trackers. CVPR Lin Yang, Bogdan Georgescu, Yefeng Zheng, Peter Meer, Dorin Comaniciu
2008	—	`conf`	A fast and accurate tracking algorithm of left ventricles in 3D echocardiography. ISBI Lin Yang, Bogdan Georgescu, Yefeng Zheng, David J. Foran, Dorin Comaniciu
2008	—	`conf`	AutoMPR: Automatic detection of standard planes in 3D echocardiography. ISBI Xiaoguang Lu, Bogdan Georgescu, Yefeng Zheng, Joanne Otsuki, Dorin Comaniciu
2008	J	`jnl`	Detection and Measurement of Fetal Anatomies from Ultrasound Images using a Constrained Probabilistic Boosting Tree. IEEE Trans. Medical Imaging Gustavo Carneiro, Bogdan Georgescu, Sara Good, Dorin Comaniciu
2008	—	`conf`	Dynamic Model-Driven Quantitative and Visual Evaluation of the Aortic Valve from 4D CT. MICCAI (1) Razvan Ioan Ionasec, Bogdan Georgescu, Eva Gassner, Sebastian Vogt, Oliver Kutter, Michael Scheuering, Nassir Navab, Dorin Comaniciu
2008	J	`jnl`	Four-Chamber Heart Modeling and Automatic Segmentation for 3-D Cardiac CT Volumes Using Marginal Space Learning and Steerable Features. IEEE Trans. Medical Imaging Yefeng Zheng, Adrian Barbu, Bogdan Georgescu, Michael Scheuering, Dorin Comaniciu
2008	B	`conf`	Four-chamber heart modeling and automatic segmentation for 3D cardiac CT volumes. Image Processing Yefeng Zheng, Bogdan Georgescu, Adrian Barbu, Michael Scheuering, Dorin Comaniciu
2008	A*	`conf`	Hierarchical, learning-based automatic liver segmentation. CVPR Haibin Ling, Shaohua Kevin Zhou, Yefeng Zheng, Bogdan Georgescu, Michael Sühling, Dorin Comaniciu
2008	A*	`conf`	Semantic-based indexing of fetal anatomies from 3-D ultrasound data using global/semi-local context and sequential sampling. CVPR Gustavo Carneiro, Fernando Amat, Bogdan Georgescu, Sara Good, Dorin Comaniciu
2007	—	`conf`	Automatic Fetal Measurements in Ultrasound Using Constrained Probabilistic Boosting Tree. MICCAI (2) Gustavo Carneiro, Bogdan Georgescu, Sara Good, Dorin Comaniciu
2007	A*	`conf`	Fast Automatic Heart Chamber Segmentation from 3D CT Data Using Marginal Space Learning and Steerable Features. ICCV Yefeng Zheng, Adrian Barbu, Bogdan Georgescu, Michael Scheuering, Dorin Comaniciu
2007	A*	`conf`	Hierarchical Learning of Curves Application to Guidewire Localization in Fluoroscopy. CVPR Adrian Barbu, Vassilis Athitsos, Bogdan Georgescu, Stefan Böhm, Peter Durlak, Dorin Comaniciu
2006	J	`jnl`	2 GHz$rm Q$-Enhanced Active Filter With Low Passband Distortion and High Dynamic Range. IEEE J. Solid State Circuits Bogdan Georgescu, Ivars G. Finvers, Fadhel M. Ghannouchi
2006	—	`conf`	BoostMotion: Boosting a Discriminative Similarity Function for Motion Estimation. CVPR (2) Shaohua Kevin Zhou, Bogdan Georgescu, Dorin Comaniciu, Jie Shao
2006	—	`conf`	Database-Guided Simultaneous Multi-slice 3D Segmentation for Volumetric Data. ECCV (4) Wei Hong, Bogdan Georgescu, Xiang Sean Zhou, Sriram Krishnan, Yi Ma, Dorin Comaniciu
2006	—	`conf`	Example Based Non-rigid Shape Detection. ECCV (4) Yefeng Zheng, Xiang Sean Zhou, Bogdan Georgescu, Shaohua Kevin Zhou, Dorin Comaniciu
2006	—	`conf`	Image-Based Multiclass Boosting and Echocardiographic View Classification. CVPR (2) Shaohua Kevin Zhou, Jin Hyeong Park, Bogdan Georgescu, Dorin Comaniciu, Costas Simopoulos, Joanne Otsuki
2006	—	`conf`	Pairwise Active Appearance Model and Its Application to Echocardiography Tracking. MICCAI (1) Shaohua Kevin Zhou, Jie Shao, Bogdan Georgescu, Dorin Comaniciu
2006	—	`conf`	Simultaneous Registration and Modeling of Deformable Shapes. CVPR (2) Jing Xiao, Bogdan Georgescu, Xiang Zhou, Dorin Comaniciu, Takeo Kanade
2005	—	`conf`	Database-Guided Segmentation of Anatomical Structures with Complex Appearance. CVPR (2) Bogdan Georgescu, Xiang Sean Zhou, Dorin Comaniciu, Alok Gupta
2005	A*	`conf`	Image Based Regression Using Boosting Method. ICCV Shaohua Kevin Zhou, Bogdan Georgescu, Xiang Sean Zhou, Dorin Comaniciu
2005	J	`jnl`	Image mining for investigative pathology using optimized feature extraction and data fusion. Comput. Methods Programs Biomed. Wenjin Chen, Peter Meer, Bogdan Georgescu, Wei He, Lauri A. Goodell, David J. Foran
2004	—	`conf`	Multi-model Component-Based Tracking Using Robust Information Fusion. ECCV Workshop SMVP Bogdan Georgescu, Dorin Comaniciu, Tony X. Han, Xiang Sean Zhou
2004	J	`jnl`	Point Matching under Large Image Deformations and Illumination Changes. IEEE Trans. Pattern Anal. Mach. Intell. Bogdan Georgescu, Peter Meer
2004	—	`conf`	Real-Time Multi-model Tracking of Myocardium in Echocardiography Using Robust Information Fusion. MICCAI (2) Bogdan Georgescu, Xiang Sean Zhou, Dorin Comaniciu, R. Bharat Rao
2003	—	`conf`	A 0.28µm CMOS Bluetooth Frequency Synthesizer for Integration with a Bluetooth SOC Reference Platform. IWSOC Bogdan Georgescu, Joshua K. Nakaska, Robert G. Randall, James W. Haslett
2003	A*	`conf`	Mean Shift Based Clustering in High Dimensions: A Texture Classification Example. ICCV Bogdan Georgescu, Ilan Shimshoni, Peter Meer
2003	J	`jnl`	Tunable coupled inductor Q-enhancement for parallel resonant LC tanks. IEEE Trans. Circuits Syst. II Express Briefs Bogdan Georgescu, Holly Pekau, James W. Haslett, John G. McRory
2002	—	`conf`	Balanced Recovery of 3D Structure and Camera Motion from Uncalibrated Image Sequences. ECCV (2) Bogdan Georgescu, Peter Meer
2002	—	`conf`	Synergism in Low Level Vision. ICPR (4) Christopher M. Christoudias, Bogdan Georgescu, Peter Meer
2001	A*	`conf`	A Versatile Method for Trifocal Tensor Estimation. ICCV Bogdan Matei, Bogdan Georgescu, Peter Meer
2001	J	`jnl`	Edge Detection with Embedded Confidence. IEEE Trans. Pattern Anal. Mach. Intell. Peter Meer, Bogdan Georgescu
2000	B	`conf`	Performance Analysis in Content-Based Retrieval with Textures. ICPR Kun Xu, Bogdan Georgescu, Peter Meer, Dorin Comaniciu
1999	B	`conf`	Decision Support System for Multiuser Remote Microscopy in Telepathology. CBMS Dorin Comaniciu, Bogdan Georgescu, Peter Meer, Wenjin Chen, David J. Foran