Sasa Grbic

68 papers A* 1B 1C 1Journal 35Unranked 28
YearRankTypeTitle / 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 J jnl
AI-assisted Early Detection of Pancreatic Ductal Adenocarcinoma on Contrast-enhanced CT.
CoRR
Han Liu, Riqiang Gao, Sasa Grbic
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 — conf
PanDx: AI-Assisted Early Detection of Pancreatic Ductal Adenocarcinoma on Contrast-Enhanced CT.
AMAI@MICCAI
Han Liu, Riqiang Gao, Eileen Krieg, Sasa Grbic
2025 J jnl
Revisiting 2D Foundation Models for Scalable 3D Medical Image Classification.
CoRR
Han Liu, Bogdan Georgescu, Yanbo Zhang, Youngjin Yoo, Michael Baumgartner, Riqiang Gao, Jianing Wang, Gengyan Zhao, Eli Gibson, Dorin Comaniciu, Sasa Grbic
2025 — conf
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
2024 J jnl
COSST: Multi-Organ Segmentation With Partially Labeled Datasets Using Comprehensive Supervisions and Self-Training.
IEEE Trans. Medical Imaging
Han Liu, Zhoubing Xu, Riqiang Gao, Hao Li, Jianing Wang, Guillaume Chabin, Ipek Oguz, Sasa Grbic
2023 J jnl
COSST: Multi-organ Segmentation with Partially Labeled Datasets Using Comprehensive Supervisions and Self-training.
CoRR
Han Liu, Zhoubing Xu, Riqiang Gao, Hao Li, Jianing Wang, Guillaume Chabin, Ipek Oguz, Sasa Grbic
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
2022 J jnl
Self-supervised Learning from 100 Million Medical Images.
CoRR
Florin C. Ghesu, Bogdan Georgescu, Awais Mansoor, Youngjin Yoo, Dominik Neumann, Pragneshkumar Patel, R. S. Vishwanath, James M. Balter, Yue Cao, Sasa Grbic, Dorin Comaniciu
2021 — conf
Abstract: Extracting and Leveraging Nodule Features with Lung Inpainting for Local Feature Augmentation.
Bildverarbeitung für die Medizin
Sebastian Gündel, Arnaud A. A. Setio, Sasa Grbic, Andreas Maier, Dorin Comaniciu
2021 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 J jnl
Automated detection and quantification of COVID-19 airspace disease on chest radiographs: A novel approach achieving radiologist-level performance using a CNN trained on digital reconstructed radiographs (DRRs) from CT-based ground-truth.
CoRR
Eduardo Jose Mortani Barbosa Jr., Warren B. Gefter, Rochelle Yang, Florin C. Ghesu, Siqi Liu, Boris Mailhé, Awais Mansoor, Sasa Grbic, Sebastian Piat, Guillaume Chabin, R. S. Vishwanath, Abishek Balachandran, Sebastian Vogt, Valentin Ziebandt, Steffen Kappler, Dorin Comaniciu
2020 — conf
Extracting and Leveraging Nodule Features with Lung Inpainting for Local Feature Augmentation.
MLMI@MICCAI
Sebastian Gündel, Arnaud A. A. Setio, Sasa Grbic, Andreas K. Maier, Dorin Comaniciu
2020 J jnl
Extracting and Leveraging Nodule Features with Lung Inpainting for Local Feature Augmentation.
CoRR
Sebastian Gündel, Arnaud Arindra Adiyoso Setio, Sasa Grbic, Andreas Maier, Dorin Comaniciu
2020 J jnl
Graph Attention Network based Pruning for Reconstructing 3D Liver Vessel Morphology from Contrasted CT Images.
CoRR
Donghao Zhang, Siqi Liu, Shikha Chaganti, Eli Gibson, Zhoubing Xu, Sasa Grbic, Weidong Cai, Dorin Comaniciu
2020 J jnl
Machine Learning Automatically Detects COVID-19 using Chest CTs in a Large Multicenter Cohort.
CoRR
Bogdan Georgescu, Shikha Chaganti, Gorka Bastarrika Aleman, Eduardo Jose Mortani Barbosa Jr., Jordi Broncano Cabrero, Guillaume Chabin, Thomas Flohr, Philippe Grenier, Sasa Grbic, Nakul Gupta, François Mellot, Savvas Nicolaou, Thomas J. Re, Pina C. Sanelli, Alexander W. Sauter, Youngjin Yoo, Valentin Ziebandt, Dorin Comaniciu
2020 J jnl
No Surprises: Training Robust Lung Nodule Detection for Low-Dose CT Scans by Augmenting with Adversarial Attacks.
CoRR
Siqi Liu, Arnaud Arindra Adiyoso Setio, Florin C. Ghesu, Eli Gibson, Sasa Grbic, Bogdan Georgescu, Dorin Comaniciu
2020 J jnl
Quantification of Tomographic Patterns associated with COVID-19 from Chest CT.
CoRR
Shikha Chaganti, Abishek Balachandran, Guillaume Chabin, Stuart Cohen, Thomas Flohr, Bogdan Georgescu, Philippe Grenier, Sasa Grbic, Siqi Liu, François Mellot, Nicolas Murray, Savvas Nicolaou, William Parker, Thomas J. Re, Pina C. Sanelli, Alexander W. Sauter, Zhoubing Xu, Youngjin Yoo, Valentin Ziebandt, Dorin Comaniciu
2020 J jnl
Quantifying and Leveraging Predictive Uncertainty for Medical Image Assessment.
CoRR
Florin C. Ghesu, Bogdan Georgescu, Awais Mansoor, Youngjin Yoo, Eli Gibson, R. S. Vishwanath, Abishek Balachandran, James M. Balter, Yue Cao, Ramandeep Singh, Subba R. Digumarthy, Mannudeep K. Kalra, Sasa Grbic, Dorin Comaniciu
2019 — ch.
Anisotropic Hybrid Network for Cross-Dimension Transferable Feature Learning in 3D Medical Images.
Deep Learning and Convolutional Neural Networks for Medical Imaging and Clinical Informatics
Siqi Liu, Daguang Xu, Shaohua Kevin Zhou, Sasa Grbic, Weidong Cai, Dorin Comaniciu
2019 — conf
Class-Aware Adversarial Lung Nodule Synthesis In CT Images.
ISBI
Jie Yang, Siqi Liu, Sasa Grbic, Arnaud Arindra Adiyoso Setio, Zhoubing Xu, Eli Gibson, Guillaume Chabin, Bogdan Georgescu, Andrew F. Laine, Dorin Comaniciu
2019 J jnl
Multi-Scale Deep Reinforcement Learning for Real-Time 3D-Landmark Detection in CT Scans.
IEEE Trans. Pattern Anal. Mach. Intell.
Florin C. Ghesu, Bogdan Georgescu, Yefeng Zheng, Sasa Grbic, Andreas K. Maier, Joachim Hornegger, Dorin Comaniciu
2019 J jnl
Multi-task Learning for Chest X-ray Abnormality Classification on Noisy Labels.
CoRR
Sebastian Gündel, Florin C. Ghesu, Sasa Grbic, Eli Gibson, Bogdan Georgescu, Andreas K. Maier, Dorin Comaniciu
2019 — conf
Quantifying and Leveraging Classification Uncertainty for Chest Radiograph Assessment.
MICCAI (6)
Florin C. Ghesu, Bogdan Georgescu, Eli Gibson, Sebastian Gündel, Mannudeep K. Kalra, Ramandeep Singh, Subba R. Digumarthy, Sasa Grbic, Dorin Comaniciu
2019 J jnl
Quantifying and Leveraging Classification Uncertainty for Chest Radiograph Assessment.
CoRR
Florin C. Ghesu, Bogdan Georgescu, Eli Gibson, Sebastian Gündel, Mannudeep K. Kalra, Ramandeep Singh, Subba R. Digumarthy, Sasa Grbic, Dorin Comaniciu
2018 — conf
3D Anisotropic Hybrid Network: Transferring Convolutional Features from 2D Images to 3D Anisotropic Volumes.
MICCAI (2)
Siqi Liu, Daguang Xu, Shaohua Kevin Zhou, Olivier Pauly, Sasa Grbic, Thomas Mertelmeier, Julia Wicklein, Anna K. Jerebko, Weidong Cai, Dorin Comaniciu
2018 — conf
Abstract: Robust Multi-Scale Anatomical Landmark Detection in Incomplete 3D-CT Data.
Bildverarbeitung für die Medizin
Florin C. Ghesu, Bogdan Georgescu, Sasa Grbic, Andreas K. Maier, Joachim Hornegger, Dorin Comaniciu
2018 J jnl
Class-Aware Adversarial Lung Nodule Synthesis in CT Images.
CoRR
Jie Yang, Siqi Liu, Sasa Grbic, Arnaud Arindra Adiyoso Setio, Zhoubing Xu, Eli Gibson, Guillaume Chabin, Bogdan Georgescu, Andrew F. Laine, Dorin Comaniciu
2018 J jnl
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
Less is More: Simultaneous View Classification and Landmark Detection for Abdominal Ultrasound Images.
MICCAI (2)
Zhoubing Xu, Yuankai Huo, Jin Hyeong Park, Bennett A. Landman, Andy Milkowski, Sasa Grbic, Shaohua Kevin Zhou
2018 J jnl
Less is More: Simultaneous View Classification and Landmark Detection for Abdominal Ultrasound Images.
CoRR
Zhoubing Xu, Yuankai Huo, Jin Hyeong Park, Bennett A. Landman, Andy Milkowski, Sasa Grbic, Shaohua Kevin Zhou
2018 — conf
Nonlinear Adaptively Learned Optimization for Object Localization in 3D Medical Images.
DLMIA/ML-CDS@MICCAI
Mayalen Etcheverry, Bogdan Georgescu, Benjamin Odry, Thomas J. Re, Shivam Kaushik, Bernhard Geiger, Mariappan S. Nadar, Sasa Grbic, Dorin Comaniciu
2018 J jnl
Select, Attend, and Transfer: Light, Learnable Skip Connections.
CoRR
Saeid Asgari Taghanaki, Aïcha BenTaieb, Anmol Sharma, Shaohua Kevin Zhou, Yefeng Zheng, Bogdan Georgescu, Puneet Sharma, Sasa Grbic, Zhoubing Xu, Dorin Comaniciu, Ghassan Hamarneh
2018 J jnl
Towards intelligent robust detection of anatomical structures in incomplete volumetric data.
Medical Image Anal.
Florin C. Ghesu, Bogdan Georgescu, Sasa Grbic, Andreas K. Maier, Joachim Hornegger, Dorin Comaniciu
2017 J jnl
3D Anisotropic Hybrid Network: Transferring Convolutional Features from 2D Images to 3D Anisotropic Volumes.
CoRR
Siqi Liu, Daguang Xu, Shaohua Kevin Zhou, Thomas Mertelmeier, Julia Wicklein, Anna K. Jerebko, Sasa Grbic, Olivier Pauly, Weidong Cai, Dorin Comaniciu
2017 A* conf
An Artificial Agent for Robust Image Registration.
AAAI
Rui Liao, Shun Miao, Pierre de Tournemire, Sasa Grbic, Ali Kamen, Tommaso Mansi, Dorin Comaniciu
2017 — conf
Automatic Liver Segmentation Using an Adversarial Image-to-Image Network.
MICCAI (3)
Dong Yang, Daguang Xu, Shaohua Kevin Zhou, Bogdan Georgescu, Mingqing Chen, Sasa Grbic, Dimitris N. Metaxas, Dorin Comaniciu
2017 J jnl
Automatic Liver Segmentation Using an Adversarial Image-to-Image Network.
CoRR
Dong Yang, Daguang Xu, Shaohua Kevin Zhou, Bogdan Georgescu, Mingqing Chen, Sasa Grbic, Dimitris N. Metaxas, Dorin Comaniciu
2017 — conf
Deep Image-to-Image Recurrent Network with Shape Basis Learning for Automatic Vertebra Labeling in Large-Scale 3D CT Volumes.
MICCAI (3)
Dong Yang, Tao Xiong, Daguang Xu, Shaohua Kevin Zhou, Zhoubing Xu, Mingqing Chen, Jin Hyeong Park, Sasa Grbic, Trac D. Tran, Sang Peter Chin, Dimitris N. Metaxas, Dorin Comaniciu
2017 J jnl
Personalized mitral valve closure computation and uncertainty analysis from 3D echocardiography.
Medical Image Anal.
Sasa Grbic, Thomas F. Easley, Tommaso Mansi, Charles H. Bloodworth, Eric L. Pierce, Ingmar Voigt, Dominik Neumann, Julian Krebs, David D. Yuh, Morten O. Jensen, Dorin Comaniciu, Ajit P. Yoganathan
2017 — 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
An Artificial Agent for Robust Image Registration.
CoRR
Rui Liao, Shun Miao, Pierre de Tournemire, Sasa Grbic, Ali Kamen, Tommaso Mansi, Dorin Comaniciu
2015 — —
Advanced Valve Modeling and Multi-Modal Fusion for Minimally Invasive Valve Procedures (Fortgeschrittene Herzklappenmodellierung und multi-modale Fusion für minimal-invasive Herzklappenbehandlungen)
Sasa Grbic
2015 J jnl
Probabilistic Sparse Matching for Robust 3D/3D Fusion in Minimally Invasive Surgery.
IEEE Trans. Medical Imaging
Dominik Neumann, Sasa Grbic, Matthias John, Nassir Navab, Joachim Hornegger, Razvan Ioan Ionasec
2014 — conf
Advanced Transcatheter Aortic Valve Implantation (TAVI) Planning from CT with ShapeForest.
MICCAI (2)
Joshua K. Y. Swee, Sasa Grbic
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 — conf
Multi-modal Validation Framework of Mitral Valve Geometry and Functional Computational Models.
STACOM
Sasa Grbic, Thomas F. Easley, Tommaso Mansi, Charles H. Bloodworth, Eric L. Pierce, Ingmar Voigt, Dominik Neumann, Julian Krebs, David D. Yuh, Morten O. Jensen, Dorin Comaniciu, Ajit P. Yoganathan
2014 — conf
ShapeForest: Building Constrained Statistical Shape Models with Decision Trees.
ECCV (3)
Sasa Grbic, Joshua K. Y. Swee, Razvan Ioan Ionasec
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
Image-Based Computational Models for TAVI Planning: From CT Images to Implant Deployment.
MICCAI (2)
Sasa Grbic, Tommaso Mansi, Razvan Ioan Ionasec, Ingmar Voigt, Helene Houle, Matthias John, Max Schoebinger, Nassir Navab, Dorin Comaniciu
2013 — conf
Multi-modal Pipeline for Comprehensive Validation of Mitral Valve Geometry and Functional Computational Models.
STACOM
Dominik Neumann, Sasa Grbic, Tommaso Mansi, Ingmar Voigt, Jean Pierre Rabbah, Andrew W. Siefert, Neelakantan Saikrishnan, Ajit P. Yoganathan, David D. Yuh, Razvan Ioan Ionasec
2013 — conf
Robust Model-Based 3D/3D Fusion Using Sparse Matching for Minimally Invasive Surgery.
MICCAI (1)
Dominik Neumann, Sasa Grbic, Matthias John, Nassir Navab, Joachim Hornegger, Razvan Ioan Ionasec
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
Model-based fusion of CT and non-contrasted 3D C-arm CT: Application to transcatheter valve therapies.
ISBI
Sasa Grbic, Christian Gesell, Razvan Ioan Ionasec, Matthias John, Jan M. Boese, Joachim Hornegger, Nassir Navab, Dorin Cotnaniciu
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
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
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 B conf
Optical flow based deformable volume registration using a novel second-order regularization prior.
Image Processing
Sasa Grbic, Martin Urschler, Thomas Pock, Horst Bischof
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