Purang Abolmaesumi

341 papers A* 7A 2B 8C 1Misc 1Journal 146Unranked 165

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	GUIDE-US: Grade-Informed Unpaired Distillation of Encoder Knowledge from Histopathology to Micro-UltraSound. CoRR Emma Willis, Tarek Elghareb, Paul F. R. Wilson, Minh Nguyen Nhat To, Mohammad Mahdi Abootorabi, Amoon Jamzad, Brian Wodlinger, Parvin Mousavi, Purang Abolmaesumi
2026	J	`jnl`	MultiASNet: Multimodal Label Noise Robust Framework for the Classification of Aortic Stenosis in Echocardiography. IEEE Trans. Medical Imaging Victoria Wu, Andrea Fung, Bahar Khodabakhshian, Baraa Abdelsamad, Hooman Vaseli, S. Neda Ahmadi Amiri, Jamie Alexis D. Goco, Michael Y. Tsang, Christina Luong, Purang Abolmaesumi, Teresa S. M. Tsang
2026	J	`jnl`	Optimizing Point-of-Care Ultrasound Video Acquisition for Probabilistic Multi-Task Heart Failure Detection. CoRR Armin Saadat, Nima Hashemi, Bahar Khodabakhshian, Michael Y. Tsang, Christina Luong, Teresa S. M. Tsang, Purang Abolmaesumi
2026	J	`jnl`	Point Tracking as a Temporal Cue for Robust Myocardial Segmentation in Echocardiography Videos. CoRR Bahar Khodabakhshian, Nima Hashemi, Armin Saadat, Zahra Gholami, In-Chang Hwang, Samira Sojoudi, Christina Luong, Purang Abolmaesumi, Teresa Tsang
2026	J	`jnl`	Vision-Language Models Encode Clinical Guidelines for Concept-Based Medical Reasoning. CoRR Mohamed Harmanani, Bining Long, Zhuoxin Guo, Paul F. R. Wilson, Amirhossein Sabour, Minh Nguyen Nhat To, Gabor Fichtinger, Purang Abolmaesumi, Parvin Mousavi
2025	J	`jnl`	A Dataset and Benchmarks for Atrial Fibrillation Detection from Electrocardiograms of Intensive Care Unit Patients. CoRR Sarah Nassar, Nooshin Maghsoodi, Sophia Mannina, Shamel Addas, Stephanie Sibley, Gabor Fichtinger, David R. Pichora, David Maslove, Purang Abolmaesumi, Parvin Mousavi
2025	—	`conf`	CINEPRO: Robust Training of Foundation Models for Cancer Detection in Prostate Ultrasound Cineloops. ISBI Mohamed Harmanani, Amoon Jamzad, Minh Nguyen Nhat To, Paul F. R. Wilson, Zhuoxin Guo, Fahimeh Fooladgar, Samira Sojoudi, Mahdi Gilany, Silvia D. Chang, Peter C. Black, Michael Leveridge, Robert Siemens, Purang Abolmaesumi, Parvin Mousavi
2025	J	`jnl`	Cinepro: Robust Training of Foundation Models for Cancer Detection in Prostate Ultrasound Cineloops. CoRR Mohamed Harmanani, Amoon Jamzad, Minh Nguyen Nhat To, Paul F. R. Wilson, Zhuoxin Guo, Fahimeh Fooladgar, Samira Sojoudi, Mahdi Gilany, Silvia D. Chang, Peter C. Black, Michael Leveridge, Robert Siemens, Purang Abolmaesumi, Parvin Mousavi
2025	J	`jnl`	ControlEchoSynth: Boosting Ejection Fraction Estimation Models via Controlled Video Diffusion. CoRR Nima Kondori, Hanwen Liang, Hooman Vaseli, Bingyu Xie, Christina Luong, Purang Abolmaesumi, Teresa Tsang, Renjie Liao
2025	A*	`conf`	Diverse Prototypical Ensembles Improve Robustness to Subpopulation Shift. ICML Minh Nguyen Nhat To, Paul F. R. Wilson, Viet Nguyen, Mohamed Harmanani, Michael Cooper, Fahimeh Fooladgar, Purang Abolmaesumi, Parvin Mousavi, Rahul G. Krishnan
2025	J	`jnl`	Diverse Prototypical Ensembles Improve Robustness to Subpopulation Shift. CoRR Minh Nguyen Nhat To, Paul F. R. Wilson, Viet Nguyen, Mohamed Harmanani, Michael Cooper, Fahimeh Fooladgar, Purang Abolmaesumi, Parvin Mousavi, Rahul G. Krishnan
2025	J	`jnl`	Domain Knowledge is Power: Leveraging Physiological Priors for Self Supervised Representation Learning in Electrocardiography. CoRR Nooshin Maghsoodi, Sarah Nassar, Paul F. R. Wilson, Minh Nguyen Nhat To, Sophia Mannina, Shamel Addas, Stephanie Sibley, David Maslove, Purang Abolmaesumi, Parvin Mousavi
2025	J	`jnl`	EchoAgent: Guideline-Centric Reasoning Agent for Echocardiography Measurement and Interpretation. CoRR Matin Daghyani, Lyuyang Wang, Nima Hashemi, Bassant Medhat, Baraa Abdelsamad, Eros Rojas Velez, Xiaoxiao Li, Michael Y. Tsang, Christina Luong, Teresa S. M. Tsang, Purang Abolmaesumi
2025	—	`conf`	HAPPI: Hyperbolic Hierarchical Part Prototypes for Image Recognition. ICCVW Hooman Vaseli, Victoria Wu, Nima Kondori, Nguyen Nhat Minh To, Andrea Fung, Ang Nan Gu, Purang Abolmaesumi
2025	—	`conf`	HiProtoNet: Hyperbolic Hierarchy-Aware Part Prototypes for Aortic Stenosis Severity Classification. ASMUS@MICCAI Hooman Vaseli, Victoria Wu, Diane Kim, Michael Y. Tsang, Ang Nan Gu, Christina Luong, Purang Abolmaesumi, Teresa S. M. Tsang
2025	—	`conf`	PRECISE-AS: Personalized Reinforcement Learning for Efficient Point-of-Care Echocardiography in Aortic Stenosis Diagnosis. MICCAI (14) Armin Saadat, Nima Hashemi, Hooman Vaseli, Michael Y. Tsang, Christina Luong, Michiel van de Panne, Teresa S. M. Tsang, Purang Abolmaesumi
2025	J	`jnl`	PRECISE-AS: Personalized Reinforcement Learning for Efficient Point-of-Care Echocardiography in Aortic Stenosis Diagnosis. CoRR Armin Saadat, Nima Hashemi, Hooman Vaseli, Michael Y. Tsang, Christina Luong, Michiel van de Panne, Teresa S. M. Tsang, Purang Abolmaesumi
2025	—	`conf`	ProTeUS: A Spatio-Temporal Enhanced Ultrasound-Based Framework for Prostate Cancer Detection. MICCAI (8) Tarek Elghareb, Mohamed Harmanani, Minh Nguyen Nhat To, Paul F. R. Wilson, Amoon Jamzad, Fahimeh Fooladgar, Baraa Abdelsamad, Obed Dzikunu, Samira Sojoudi, Gabrielle Reznik, Michael Leveridge, Robert Siemens, Silvia D. Chang, Peter C. Black, Parvin Mousavi, Purang Abolmaesumi
2025	J	`jnl`	ProstNFound+: A Prospective Study using Medical Foundation Models for Prostate Cancer Detection. CoRR Paul F. R. Wilson, Mohamed Harmanani, Minh Nguyen Nhat To, Amoon Jamzad, Tarek Elghareb, Zhuoxin Guo, Adam Kinnaird, Brian Wodlinger, Purang Abolmaesumi, Parvin Mousavi
2025	J	`jnl`	ProtoASNet: Comprehensive evaluation and enhanced performance with uncertainty estimation for aortic stenosis classification in echocardiography. Medical Image Anal. Ang Nan Gu, Hooman Vaseli, Michael Y. Tsang, Victoria Wu, S. Neda Ahmadi Amiri, Nima Kondori, Andrea Fung, Teresa S. M. Tsang, Purang Abolmaesumi
2025	—	`conf`	ProtoEFNet: Dynamic Prototype Learning for Inherently Interpretable Ejection Fraction Estimation in Echocardiography. iMIMIC@MICCAI Yeganeh Ghamary, Victoria Wu, Hooman Vaseli, Christina Luong, Teresa Tsang, Siavash Bigdeli, Purang Abolmaesumi
2025	J	`jnl`	ProtoEFNet: Dynamic Prototype Learning for Inherently Interpretable Ejection Fraction Estimation in Echocardiography. CoRR Yeganeh Ghamary, Victoria Wu, Hooman Vaseli, Christina Luong, Teresa Tsang, Siavash Bigdeli, Purang Abolmaesumi
2025	J	`jnl`	Pseudo-D: Informing Multi-View Uncertainty Estimation with Calibrated Neural Training Dynamics. CoRR Ang Nan Gu, Michael Y. Tsang, Hooman Vaseli, Purang Abolmaesumi, Teresa Tsang
2025	—	`conf`	Pseudo-D: Informing Multi-view Uncertainty Estimation with Calibrated Neural Training Dynamics. UNSURE@MICCAI Ang Nan Gu, Michael Y. Tsang, Hooman Vaseli, Purang Abolmaesumi, Teresa Tsang
2025	—	`conf`	Self-supervised Prototype Learning for Spatio-Temporal Enhanced Ultrasound-based Prostate Cancer Detection. ISBI Tarek Elghareb, Amoon Jamzad, Minh Nguyen Nhat To, Fahimeh Fooladgar, Paul F. R. Wilson, Samira Sojoudi, Gabrielle Reznik, Michael Leveridge, Robert Siemens, Silvia D. Chang, Peter C. Black, Parvin Mousavi, Purang Abolmaesumi
2025	—	`conf`	TREAT-Net: Tabular-Referenced Echocardiography Analysis for Acute Coronary Syndrome Treatment Prediction. ASMUS@MICCAI Diane Kim, Minh Nguyen Nhat To, Sherif Abdalla, Teresa S. M. Tsang, Purang Abolmaesumi, Christina Luong
2025	J	`jnl`	TREAT-Net: Tabular-Referenced Echocardiography Analysis for Acute Coronary Syndrome Treatment Prediction. CoRR Diane Kim, Minh Nguyen Nhat To, Sherif Abdalla, Teresa S. M. Tsang, Purang Abolmaesumi, Christina Luong
2025	J	`jnl`	TRUSWorthy: Toward Clinically Applicable Deep Learning for Confident Detection of Prostate Cancer in Micro-Ultrasound. CoRR Mohamed Harmanani, Paul F. R. Wilson, Minh Nguyen Nhat To, Mahdi Gilany, Amoon Jamzad, Fahimeh Fooladgar, Brian Wodlinger, Purang Abolmaesumi, Parvin Mousavi
2025	J	`jnl`	TRUSWorthy: toward clinically applicable deep learning for confident detection of prostate cancer in micro-ultrasound. Int. J. Comput. Assist. Radiol. Surg. Mohamed Harmanani, Paul F. R. Wilson, Minh Nguyen Nhat To, Mahdi Gilany, Amoon Jamzad, Fahimeh Fooladgar, Brian Wodlinger, Purang Abolmaesumi, Parvin Mousavi
2025	J	`jnl`	To Sink or Not to Sink: Visual Information Pathways in Large Vision-Language Models. CoRR Jiayun Luo, Wan-Cyuan Fan, Lyuyang Wang, Xiangteng He, Tanzila Rahman, Purang Abolmaesumi, Leonid Sigal
2024	—	`conf`	Assessing the Performance of Foundation Models in Prostate Segmentation Across Different Ultrasound Modalities. CCECE Vivian Nguyen, Amoon Jamzad, Paul F. R. Wilson, Mahdi Gilany, Purang Abolmaesumi, Michael Leveridge, Robert Siemens, Parvin Mousavi
2024	J	`jnl`	Benchmarking Image Transformers for Prostate Cancer Detection from Ultrasound Data. CoRR Mohamed Harmanani, Paul F. R. Wilson, Fahimeh Fooladgar, Amoon Jamzad, Mahdi Gilany, Minh Nguyen Nhat To, Brian Wodlinger, Purang Abolmaesumi, Parvin Mousavi
2024	J	`jnl`	CCSI: Continual Class-Specific Impression for Data-free Class Incremental Learning. CoRR Sana Ayromlou, Teresa Tsang, Purang Abolmaesumi, Xiaoxiao Li
2024	J	`jnl`	CCSI: Continual Class-Specific Impression for data-free class incremental learning. Medical Image Anal. Sana Ayromlou, Teresa Tsang, Purang Abolmaesumi, Xiaoxiao Li
2024	—	`conf`	Calibrated Diverse Ensemble Entropy Minimization for Robust Test-Time Adaptation in Prostate Cancer Detection. MLMI@MICCAI (1) Mahdi Gilany, Mohamed Harmanani, Paul F. R. Wilson, Minh Nguyen Nhat To, Amoon Jamzad, Fahimeh Fooladgar, Brian Wodlinger, Purang Abolmaesumi, Parvin Mousavi
2024	J	`jnl`	Calibrated Diverse Ensemble Entropy Minimization for Robust Test-Time Adaptation in Prostate Cancer Detection. CoRR Mahdi Gilany, Mohamed Harmanani, Paul F. R. Wilson, Minh Nguyen Nhat To, Amoon Jamzad, Fahimeh Fooladgar, Brian Wodlinger, Purang Abolmaesumi, Parvin Mousavi
2024	—	`conf`	Digital Nudges in Healthcare Contexts: An Information Systems Perspective. AMCIS Sophia Mannina, Shamel Addas, Purang Abolmaesumi, Parvin Mousavi, Nooshin Maghsoodi, Sarah Nassar, David Maslove, Stephanie Sibley
2024	—	`conf`	Federated Impression for Learning with Distributed Heterogeneous Data. ISIC/iMIMIC/EARTH/DeCaF@MICCAI Atrin Arya, Sana Ayromlou, Armin Saadat, Purang Abolmaesumi, Xiaoxiao Li
2024	J	`jnl`	Federated Impression for Learning with Distributed Heterogeneous Data. CoRR Sana Ayromlou, Atrin Arya, Armin Saadat, Purang Abolmaesumi, Xiaoxiao Li
2024	J	`jnl`	ImSpect: Image-driven self-supervised learning for surgical margin evaluation with mass spectrometry. Int. J. Comput. Assist. Radiol. Surg. Laura Connolly, Fahimeh Fooladgar, Amoon Jamzad, Martin Kaufmann, Ayesha Syeda, Kevin Yi Mi Ren, Purang Abolmaesumi, John F. Rudan, Doug McKay, Gabor Fichtinger, Parvin Mousavi
2024	J	`jnl`	LensePro: label noise-tolerant prototype-based network for improving cancer detection in prostate ultrasound with limited annotations. Int. J. Comput. Assist. Radiol. Surg. Minh Nguyen Nhat To, Fahimeh Fooladgar, Paul F. R. Wilson, Mohamed Harmanani, Mahdi Gilany, Samira Sojoudi, Amoon Jamzad, Silvia D. Chang, Peter C. Black, Parvin Mousavi, Purang Abolmaesumi
2024	—	`conf`	Manifold DivideMix: A Semi-Supervised Contrastive Learning Framework for Severe Label Noise. CVPR Workshops Fahimeh Fooladgar, Minh Nguyen Nhat To, Parvin Mousavi, Purang Abolmaesumi
2024	—	`conf`	ProstNFound: Integrating Foundation Models with Ultrasound Domain Knowledge and Clinical Context for Robust Prostate Cancer Detection. MICCAI (6) Paul F. R. Wilson, Minh Nguyen Nhat To, Amoon Jamzad, Mahdi Gilany, Mohamed Harmanani, Tarek Elghareb, Fahimeh Fooladgar, Brian Wodlinger, Purang Abolmaesumi, Parvin Mousavi
2024	J	`jnl`	Reliable Multi-View Learning with Conformal Prediction for Aortic Stenosis Classification in Echocardiography. CoRR Ang Nan Gu, Michael Y. Tsang, Hooman Vaseli, Teresa Tsang, Purang Abolmaesumi
2024	—	`conf`	Reliable Multi-view Learning with Conformal Prediction for Aortic Stenosis Classification in Echocardiography. MICCAI (1) Ang Nan Gu, Michael Y. Tsang, Hooman Vaseli, Teresa Tsang, Purang Abolmaesumi
2024	J	`jnl`	Toward confident prostate cancer detection using ultrasound: a multi-center study. Int. J. Comput. Assist. Radiol. Surg. Paul F. R. Wilson, Mohamed Harmanani, Minh Nguyen Nhat To, Mahdi Gilany, Amoon Jamzad, Fahimeh Fooladgar, Brian Wodlinger, Purang Abolmaesumi, Parvin Mousavi
2024	J	`jnl`	Transformer-Based Spatio-Temporal Analysis for Classification of Aortic Stenosis Severity From Echocardiography Cine Series. IEEE Trans. Medical Imaging S. Neda Ahmadi Amiri, Michael Y. Tsang, Ang Nan Gu, Teresa S. M. Tsang, Purang Abolmaesumi
2023	J	`jnl`	Deep Learning for Detection and Localization of B-Lines in Lung Ultrasound. IEEE J. Biomed. Health Informatics Ruben T. Lucassen, Mohammad H. Jafari, Nicole M. Duggan, Nick Jowkar, Alireza Mehrtash, Chanel E. Fischetti, Denie Bernier, Kira Prentice, Erik P. Duhaime, Mike Jin, Purang Abolmaesumi, Friso G. Heslinga, Mitko Veta, Maria Alejandra Duran Mendicuti, Sarah F. Frisken, Paul B. Shyn, Alexandra J. Golby, Edward W. Boyer, William M. Wells III, Andrew J. Goldsmith, Tina Kapur
2023	—	`conf`	EchoGLAD: Hierarchical Graph Neural Networks for Left Ventricle Landmark Detection on Echocardiograms. MICCAI (4) Masoud Mokhtari, Mobina Mahdavi, Hooman Vaseli, Christina Luong, Purang Abolmaesumi, Teresa S. M. Tsang, Renjie Liao
2023	J	`jnl`	EchoGLAD: Hierarchical Graph Neural Networks for Left Ventricle Landmark Detection on Echocardiograms. CoRR Masoud Mokhtari, Mobina Mahdavi, Hooman Vaseli, Christina Luong, Purang Abolmaesumi, Teresa S. M. Tsang, Renjie Liao
2023	—	`conf`	GEMTrans: A General, Echocardiography-Based, Multi-level Transformer Framework for Cardiovascular Diagnosis. MLMI@MICCAI (2) Masoud Mokhtari, Neda Ahmadi, Teresa S. M. Tsang, Purang Abolmaesumi, Renjie Liao
2023	J	`jnl`	GEMTrans: A General, Echocardiography-based, Multi-Level Transformer Framework for Cardiovascular Diagnosis. CoRR Masoud Mokhtari, Neda Ahmadi, Teresa S. M. Tsang, Purang Abolmaesumi, Renjie Liao
2023	J	`jnl`	Manifold DivideMix: A Semi-Supervised Contrastive Learning Framework for Severe Label Noise. CoRR Fahimeh Fooladgar, Minh Nguyen Nhat To, Parvin Mousavi, Purang Abolmaesumi
2023	—	`conf`	ProtoASNet: Dynamic Prototypes for Inherently Interpretable and Uncertainty-Aware Aortic Stenosis Classification in Echocardiography. MICCAI (6) Hooman Vaseli, Ang Nan Gu, S. Neda Ahmadi Amiri, Michael Y. Tsang, Andrea Fung, Nima Kondori, Armin Saadat, Purang Abolmaesumi, Teresa S. M. Tsang
2023	J	`jnl`	ProtoASNet: Dynamic Prototypes for Inherently Interpretable and Uncertainty-Aware Aortic Stenosis Classification in Echocardiography. CoRR Hooman Vaseli, Ang Nan Gu, S. Neda Ahmadi Amiri, Michael Y. Tsang, Andrea Fung, Nima Kondori, Armin Saadat, Purang Abolmaesumi, Teresa S. M. Tsang
2023	J	`jnl`	Semi-supervised learning from coarse histopathology labels. Comput. methods Biomech. Biomed. Eng. Imaging Vis. Fahimeh Fooladgar, Minh Nguyen Nhat To, Golara Javadi, Samira Sojoudi, Walid Eshumani, Silvia D. Chang, Peter C. Black, Parvin Mousavi, Purang Abolmaesumi
2023	J	`jnl`	TRUSformer: Improving Prostate Cancer Detection from Micro-Ultrasound Using Attention and Self-Supervision. CoRR Mahdi Gilany, Paul F. R. Wilson, Andrea Perera-Ortega, Amoon Jamzad, Minh Nguyen Nhat To, Fahimeh Fooladgar, Brian Wodlinger, Purang Abolmaesumi, Parvin Mousavi
2023	J	`jnl`	TRUSformer: improving prostate cancer detection from micro-ultrasound using attention and self-supervision. Int. J. Comput. Assist. Radiol. Surg. Mahdi Gilany, Paul F. R. Wilson, Andrea Perera-Ortega, Amoon Jamzad, Minh Nguyen Nhat To, Fahimeh Fooladgar, Brian Wodlinger, Purang Abolmaesumi, Parvin Mousavi
2022	—	`conf`	A light-weight deep video network: towards robust assessment of ejection fraction on mobile devices. Image-Guided Procedures Xinyu Kang, Mohammad H. Jafari, Mohammad Mahdi Kazemi Esfeh, Christina Luong, Teresa Tsang, Purang Abolmaesumi
2022	—	`conf`	An efficient deep landmark detection network for PLAX EF estimation using sparse annotations. Image-Guided Procedures Jamie Alexis D. Goco, Mohammad H. Jafari, Christina Luong, Teresa Tsang, Purang Abolmaesumi
2022	—	`conf`	Class Impression for Data-Free Incremental Learning. MICCAI (4) Sana Ayromlou, Purang Abolmaesumi, Teresa Tsang, Xiaoxiao Li
2022	J	`jnl`	Class Impression for Data-free Incremental Learning. CoRR Sana Ayromlou, Purang Abolmaesumi, Teresa Tsang, Xiaoxiao Li
2022	J	`jnl`	Coarse label refinement for improving prostate cancer detection in ultrasound imaging. Int. J. Comput. Assist. Radiol. Surg. Minh Nguyen Nhat To, Fahimeh Fooladgar, Golara Javadi, Sharareh Bayat, Samira Sojoudi, Antonio Hurtado, Silvia D. Chang, Peter C. Black, Parvin Mousavi, Purang Abolmaesumi
2022	—	`conf`	DEUE: Delta Ensemble Uncertainty Estimation for a More Robust Estimation of Ejection Fraction. MICCAI (8) Mohammad Mahdi Kazemi Esfeh, Zahra Gholami, Christina Luong, Teresa Tsang, Purang Abolmaesumi
2022	—	`conf`	Differential Learning from Sparse and Noisy Labels for Robust Detection of Clinical Landmarks in Echo Cine Series. ASMUS@MICCAI Mobina Mahdavi, Hooman Vaseli, Christina Luong, Nathan Van Woudenberg, Mohammad H. Jafari, Purang Abolmaesumi, Teresa Tsang
2022	—	`conf`	EchoGNN: Explainable Ejection Fraction Estimation with Graph Neural Networks. MICCAI (4) Masoud Mokhtari, Teresa Tsang, Purang Abolmaesumi, Renjie Liao
2022	J	`jnl`	EchoGNN: Explainable Ejection Fraction Estimation with Graph Neural Networks. CoRR Masoud Mokhtari, Teresa Tsang, Purang Abolmaesumi, Renjie Liao
2022	—	`conf`	Multi-task deep learning for segmentation and landmark detection in obstetric sonography. Image-Guided Procedures Michael B. Allan, Mohammad H. Jafari, Nathan Van Woudenberg, Oron Frenkel, Darra Murphy, Tracee Wee, Rob D'Ortenzio, Yong Wu, James Roberts, Naoya Shatani, Ang Nan Gu, Samira Sojoudi, Purang Abolmaesumi
2022	J	`jnl`	Self-Supervised Learning with Limited Labeled Data for Prostate Cancer Detection in High Frequency Ultrasound. CoRR Paul F. R. Wilson, Mahdi Gilany, Amoon Jamzad, Fahimeh Fooladgar, Minh Nguyen Nhat To, Brian Wodlinger, Purang Abolmaesumi, Parvin Mousavi
2022	—	`conf`	Towards Confident Detection of Prostate Cancer Using High Resolution Micro-ultrasound. MICCAI (4) Mahdi Gilany, Paul F. R. Wilson, Amoon Jamzad, Fahimeh Fooladgar, Minh Nguyen Nhat To, Brian Wodlinger, Purang Abolmaesumi, Parvin Mousavi
2022	J	`jnl`	Towards Confident Detection of Prostate Cancer using High Resolution Micro-ultrasound. CoRR Mahdi Gilany, Paul F. R. Wilson, Amoon Jamzad, Fahimeh Fooladgar, Minh Nguyen Nhat To, Brian Wodlinger, Purang Abolmaesumi, Parvin Mousavi
2022	J	`jnl`	Towards targeted ultrasound-guided prostate biopsy by incorporating model and label uncertainty in cancer detection. Int. J. Comput. Assist. Radiol. Surg. Golara Javadi, Sharareh Bayat, Mohammad Mahdi Kazemi Esfeh, Samareh Samadi, Alireza Sedghi, Samira Sojoudi, Antonio Hurtado, Silvia D. Chang, Peter C. Black, Parvin Mousavi, Purang Abolmaesumi
2022	J	`jnl`	Training deep neural networks with noisy clinical labels: toward accurate detection of prostate cancer in US data. Int. J. Comput. Assist. Radiol. Surg. Golara Javadi, Samareh Samadi, Sharareh Bayat, Samira Sojoudi, Antonio Hurtado, Walid Eshumani, Silvia D. Chang, Peter C. Black, Parvin Mousavi, Purang Abolmaesumi
2022	J	`jnl`	U-LanD: Uncertainty-Driven Video Landmark Detection. IEEE Trans. Medical Imaging Mohammad H. Jafari, Christina Luong, Michael Y. Tsang, Ang Nan Gu, Nathan Van Woudenberg, Robert Rohling, Teresa Tsang, Purang Abolmaesumi
2022	J	`jnl`	Uncertainty estimation for margin detection in cancer surgery using mass spectrometry. Int. J. Comput. Assist. Radiol. Surg. Fahimeh Fooladgar, Amoon Jamzad, Laura Connolly, Alice M. L. Santilli, Martin Kaufmann, Kevin Yi Mi Ren, Purang Abolmaesumi, John F. Rudan, Doug McKay, Gabor Fichtinger, Parvin Mousavi
2022	—	`conf`	Uncertainty-Aware Deep Ensemble Model For Targeted Ultrasound-Guided Prostate Biopsy. ISBI Fahimeh Fooladgar, Minh Nguyen Nhat To, Golara Javadi, Samareh Samadi, Sharareh Bayat, Samira Sojoudi, Walid Eshumani, Antonio Hurtado, Silvia D. Chang, Peter C. Black, Parvin Mousavi, Purang Abolmaesumi
2021	—	`conf`	Characterizing The Uncertainty Of Label Noise In Systematic Ultrasound-Guided Prostate Biopsy. ISBI Golara Javadi, Samareh Samadi, Sharareh Bayat, Samira Sojoudi, Antonio Hurtado, Silvia D. Chang, Peter C. Black, Parvin Mousavi, Purang Abolmaesumi
2021	—	`conf`	Deep Bayesian Image Segmentation For A More Robust Ejection Fraction Estimation. ISBI Mohammad H. Jafari, Nathan Van Woudenberg, Christina Luong, Purang Abolmaesumi, Teresa Tsang
2021	—	`conf`	Deep Video Networks for Automatic Assessment of Aortic Stenosis in Echocardiography. ASMUS@MICCAI Tom Ginsberg, Ro-ee Tal, Michael Y. Tsang, Calum Macdonald, Fatemeh Taheri Dezaki, John van der Kuur, Christina Luong, Purang Abolmaesumi, Teresa Tsang
2021	J	`jnl`	Design of an Ultrasound-Navigated Prostate Cancer Biopsy System for Nationwide Implementation in Senegal. J. Imaging Gabor Fichtinger, Parvin Mousavi, Tamas Ungi, Aaron Fenster, Purang Abolmaesumi, Gernot Kronreif, Juan Ruiz-Alzola, Alain Ndoye, Babacar Diao, Ron Kikinis
2021	—	`conf`	Detecting Atrial Fibrillation in ICU Telemetry data with Weak Labels. MLHC Brian Chen, Golara Javadi, Amoon Jamzad, Alexander Hamilton, Stephanie Sibley, Purang Abolmaesumi, David Maslove, Parvin Mousavi
2021	—	`conf`	Echo-Rhythm Net: Semi-Supervised Learning For Automatic Detection of Atrial Fibrillation in Echocardiography. ISBI Fatemeh Taheri Dezaki, Tom Ginsberg, Christina Luong, Hooman Vaseli, Robert Rohling, Ken Gin, Purang Abolmaesumi, Teresa Tsang
2021	J	`jnl`	Echo-SyncNet: Self-Supervised Cardiac View Synchronization in Echocardiography. IEEE Trans. Medical Imaging Fatemeh Taheri Dezaki, Christina Luong, Tom Ginsberg, Robert Rohling, Ken Gin, Purang Abolmaesumi, Teresa Tsang
2021	J	`jnl`	Echo-SyncNet: Self-supervised Cardiac View Synchronization in Echocardiography. CoRR Fatemeh Taheri Dezaki, Christina Luong, Tom Ginsberg, Robert Rohling, Ken Gin, Purang Abolmaesumi, Teresa Tsang
2021	—	`conf`	Echocardiogram View Conversion using Clinically Constrained Conditional GAN. ISBI Ang Nan Gu, Mohammad H. Jafari, Christina Luong, Teresa Tsang, Purang Abolmaesumi
2021	—	`conf`	Efficient Echocardiogram View Classification with Sampling-Free Uncertainty Estimation. ASMUS@MICCAI Ang Nan Gu, Christina Luong, Mohammad H. Jafari, Nathan Van Woudenberg, Hany Girgis, Purang Abolmaesumi, Teresa Tsang
2021	J	`jnl`	IJCARS: MICCAI 2020 special issue. Int. J. Comput. Assist. Radiol. Surg. Anne L. Martel, Danail Stoyanov, Diana Mateus, Leo Joskowicz, Purang Abolmaesumi
2021	—	`conf`	Imaging Biomarker Knowledge Transfer for Attention-Based Diagnosis of COVID-19 in Lung Ultrasound Videos. ASMUS@MICCAI Tyler Lum, Mobina Mahdavi, Oron Frenkel, Christopher Lee, Mohammad H. Jafari, Fatemeh Taheri Dezaki, Nathan Van Woudenberg, Ang Nan Gu, Purang Abolmaesumi, Teresa Tsang
2021	—	`conf`	Prostate Cancer Diagnosis With Sparse Biopsy Data And In Presence Of Location Uncertainty. ISBI Alireza Mehrtash, Tina Kapur, Clare M. Tempany, Purang Abolmaesumi, William M. Wells III
2021	A*	`conf`	Reciprocal Landmark Detection and Tracking With Extremely Few Annotations. CVPR Jianzhe Lin, Ghazal Sahebzamani, Christina Luong, Fatemeh Taheri Dezaki, Mohammad H. Jafari, Purang Abolmaesumi, Teresa Tsang
2021	J	`jnl`	Reciprocal Landmark Detection and Tracking with Extremely Few Annotations. CoRR Jianzhe Lin, Ghazal Sahebzamani, Christina Luong, Fatemeh Taheri Dezaki, Mohammad H. Jafari, Purang Abolmaesumi, Teresa Tsang
2021	—	`conf`	Training Deep Networks for Prostate Cancer Diagnosis Using Coarse Histopathological Labels. MICCAI (8) Golara Javadi, Samareh Samadi, Sharareh Bayat, Samira Sojoudi, Antonio Hurtado, Silvia D. Chang, Peter C. Black, Parvin Mousavi, Purang Abolmaesumi
2021	J	`jnl`	U-LanD: Uncertainty-Driven Video Landmark Detection. CoRR Mohammad H. Jafari, Christina Luong, Michael Y. Tsang, Ang Nan Gu, Nathan Van Woudenberg, Robert Rohling, Teresa Tsang, Purang Abolmaesumi
2020	—	`conf`	A Deep Bayesian Video Analysis Framework: Towards a More Robust Estimation of Ejection Fraction. MICCAI (2) Mohammad Mahdi Kazemi Esfeh, Christina Luong, Delaram Behnami, Teresa Tsang, Purang Abolmaesumi
2020	—	`conf`	An End-to-End Solution for Automatic Contouring of Tumor Region in Intraoperative Images of Breast Lumpectomy. EMBC Justin Gerolami, Victoria Wu, Paolo Nasute Fauerbach, Doris Jabs, Cecil Jay Engel, John F. Rudan, Shaila Merchant, Ross Walker, Emran Mohammad Abu Anas, Purang Abolmaesumi, Gabor Fichtinger, Tamas Ungi, Parvin Mousavi
2020	J	`jnl`	Automatic cine-based detection of patients at high risk of heart failure with reduced ejection fraction in echocardiograms. Comput. methods Biomech. Biomed. Eng. Imaging Vis. Delaram Behnami, Christina Luong, Hooman Vaseli, Hany Girgis, Amir H. Abdi, Dale Hawley, Ken Gin, Robert Rohling, Purang Abolmaesumi, Teresa Tsang
2020	J	`jnl`	Cardiac point-of-care to cart-based ultrasound translation using constrained CycleGAN. Int. J. Comput. Assist. Radiol. Surg. Mohammad H. Jafari, Hany Girgis, Nathan Van Woudenberg, Nathaniel Moulson, Christina Luong, Andrea Fung, Shane Balthazaar, John Jue, Michael Y. Tsang, Parvathy Nair, Ken Gin, Robert Rohling, Purang Abolmaesumi, Teresa Tsang
2020	—	`conf`	Complex Cancer Detector: Complex Neural Networks on Non-stationary Time Series for Guiding Systematic Prostate Biopsy. MICCAI (3) Golara Javadi, Minh Nguyen Nhat To, Samareh Samadi, Sharareh Bayat, Samira Sojoudi, Antonio Hurtado, Silvia D. Chang, Peter C. Black, Parvin Mousavi, Purang Abolmaesumi
2020	J	`jnl`	Confidence Calibration and Predictive Uncertainty Estimation for Deep Medical Image Segmentation. IEEE Trans. Medical Imaging Alireza Mehrtash, William M. Wells III, Clare M. Tempany, Purang Abolmaesumi, Tina Kapur
2020	J	`jnl`	Improving detection of prostate cancer foci via information fusion of MRI and temporal enhanced ultrasound. Int. J. Comput. Assist. Radiol. Surg. Alireza Sedghi, Alireza Mehrtash, Amoon Jamzad, Amel Amalou, William M. Wells III, Tina Kapur, Jin Tae Kwak, Baris Turkbey, Peter L. Choyke, Peter A. Pinto, Bradford J. Wood, Sheng Xu, Purang Abolmaesumi, Parvin Mousavi
2020	—	`ed.`	Medical Image Computing and Computer Assisted Intervention - MICCAI 2020 - 23rd International Conference, Lima, Peru, October 4-8, 2020, Proceedings, Part I MICCAI (1) Anne L. Martel, Purang Abolmaesumi, Danail Stoyanov, Diana Mateus, Maria A. Zuluaga, S. Kevin Zhou, Daniel Racoceanu, Leo Joskowicz
2020	—	`ed.`	Medical Image Computing and Computer Assisted Intervention - MICCAI 2020 - 23rd International Conference, Lima, Peru, October 4-8, 2020, Proceedings, Part II MICCAI (2) Anne L. Martel, Purang Abolmaesumi, Danail Stoyanov, Diana Mateus, Maria A. Zuluaga, S. Kevin Zhou, Daniel Racoceanu, Leo Joskowicz
2020	—	`ed.`	Medical Image Computing and Computer Assisted Intervention - MICCAI 2020 - 23rd International Conference, Lima, Peru, October 4-8, 2020, Proceedings, Part III MICCAI (3) Anne L. Martel, Purang Abolmaesumi, Danail Stoyanov, Diana Mateus, Maria A. Zuluaga, S. Kevin Zhou, Daniel Racoceanu, Leo Joskowicz
2020	—	`ed.`	Medical Image Computing and Computer Assisted Intervention - MICCAI 2020 - 23rd International Conference, Lima, Peru, October 4-8, 2020, Proceedings, Part IV MICCAI (4) Anne L. Martel, Purang Abolmaesumi, Danail Stoyanov, Diana Mateus, Maria A. Zuluaga, S. Kevin Zhou, Daniel Racoceanu, Leo Joskowicz
2020	—	`ed.`	Medical Image Computing and Computer Assisted Intervention - MICCAI 2020 - 23rd International Conference, Lima, Peru, October 4-8, 2020, Proceedings, Part V MICCAI (5) Anne L. Martel, Purang Abolmaesumi, Danail Stoyanov, Diana Mateus, Maria A. Zuluaga, S. Kevin Zhou, Daniel Racoceanu, Leo Joskowicz
2020	—	`ed.`	Medical Image Computing and Computer Assisted Intervention - MICCAI 2020 - 23rd International Conference, Lima, Peru, October 4-8, 2020, Proceedings, Part VI MICCAI (6) Anne L. Martel, Purang Abolmaesumi, Danail Stoyanov, Diana Mateus, Maria A. Zuluaga, S. Kevin Zhou, Daniel Racoceanu, Leo Joskowicz
2020	—	`ed.`	Medical Image Computing and Computer Assisted Intervention - MICCAI 2020 - 23rd International Conference, Lima, Peru, October 4-8, 2020, Proceedings, Part VII MICCAI (7) Anne L. Martel, Purang Abolmaesumi, Danail Stoyanov, Diana Mateus, Maria A. Zuluaga, S. Kevin Zhou, Daniel Racoceanu, Leo Joskowicz
2020	J	`jnl`	Multiple instance learning combined with label invariant synthetic data for guiding systematic prostate biopsy: a feasibility study. Int. J. Comput. Assist. Radiol. Surg. Golara Javadi, Samareh Samadi, Sharareh Bayat, Mehran Pesteie, Mohammad H. Jafari, Samira Sojoudi, Claudia Kesch, Antonio Hurtado, Silvia D. Chang, Parvin Mousavi, Peter C. Black, Purang Abolmaesumi
2020	J	`jnl`	On Modelling Label Uncertainty in Deep Neural Networks: Automatic Estimation of Intra- Observer Variability in 2D Echocardiography Quality Assessment. IEEE Trans. Medical Imaging Zhibin Liao, Hany Girgis, Amir H. Abdi, Hooman Vaseli, Jorden Hetherington, Robert Rohling, Ken Gin, Teresa Tsang, Purang Abolmaesumi
2020	A*	`conf`	PEP: Parameter Ensembling by Perturbation. NeurIPS Alireza Mehrtash, Purang Abolmaesumi, Polina Golland, Tina Kapur, Demian Wassermann, William M. Wells III
2020	J	`jnl`	PEP: Parameter Ensembling by Perturbation. CoRR Alireza Mehrtash, Purang Abolmaesumi, Polina Golland, Tina Kapur, Demian Wassermann, William M. Wells III
2020	—	`conf`	Soft Tissue Characterization with Temporal Enhanced Ultrasound through Periodic Manipulation of Point Spread Function: A Feasibility Study. EMBC Justin Gerolami, Amoon Jamzad, Sijia Li, Sharareh Bayat, Purang Abolmaesumi, Parvin Mousavi
2019	J	`jnl`	A Preliminary Study of Disentanglement With Insights on the Inadequacy of Metrics. CoRR Amir H. Abdi, Purang Abolmaesumi, Sidney S. Fels
2019	J	`jnl`	A Study into Echocardiography View Conversion. CoRR Amir H. Abdi, Mohammad H. Jafari, Sidney S. Fels, Teresa Tsang, Purang Abolmaesumi
2019	J	`jnl`	Accurate and robust deep learning-based segmentation of the prostate clinical target volume in ultrasound images. Medical Image Anal. Davood Karimi, Qi Zeng, Prateek Mathur, Apeksha Avinash, Sara Mahdavi, Ingrid Spadinger, Purang Abolmaesumi, Septimiu E. Salcudean
2019	J	`jnl`	Adaptive Augmentation of Medical Data Using Independently Conditional Variational Auto-Encoders. IEEE Trans. Medical Imaging Mehran Pesteie, Purang Abolmaesumi, Robert N. Rohling
2019	—	`conf`	AnatomyGen: Deep Anatomy Generation From Dense Representation With Applications in Mandible Synthesis. MIDL Amir H. Abdi, Heather Borgard, Purang Abolmaesumi, Sidney S. Fels
2019	J	`jnl`	Automatic Needle Segmentation and Localization in MRI With 3-D Convolutional Neural Networks: Application to MRI-Targeted Prostate Biopsy. IEEE Trans. Medical Imaging Alireza Mehrtash, Mohsen Ghafoorian, Guillaume Pernelle, Alireza Ziaei, Friso G. Heslinga, Kemal Tuncali, Andriy Fedorov, Ron Kikinis, Clare M. Tempany, William M. Wells III, Purang Abolmaesumi, Tina Kapur
2019	J	`jnl`	Automatic biplane left ventricular ejection fraction estimation with mobile point-of-care ultrasound using multi-task learning and adversarial training. Int. J. Comput. Assist. Radiol. Surg. Mohammad H. Jafari, Hany Girgis, Nathan Van Woudenberg, Zhibin Liao, Robert Rohling, Ken Gin, Purang Abolmaesumi, Terasa Tsang
2019	J	`jnl`	Automatic pathology of prostate cancer in whole mount slides incorporating individual gland classification. Comput. methods Biomech. Biomed. Eng. Imaging Vis. Sabrina Rashid, Guy Nir, Ladan Fazli, Alexander H. Boag, D. Robert Siemens, S. Larry Goldenberg, Purang Abolmaesumi, Septimiu E. Salcudean
2019	J	`jnl`	Cardiac Phase Detection in Echocardiograms With Densely Gated Recurrent Neural Networks and Global Extrema Loss. IEEE Trans. Medical Imaging Fatemeh Taheri Dezaki, Zhibin Liao, Christina Luong, Hany Girgis, Neeraj Dhungel, Amir H. Abdi, Delaram Behnami, Ken Gin, Robert Rohling, Purang Abolmaesumi, Teresa Tsang
2019	J	`jnl`	Confidence Calibration and Predictive Uncertainty Estimation for Deep Medical Image Segmentation. CoRR Alireza Mehrtash, William M. Wells III, Clare M. Tempany, Purang Abolmaesumi, Tina Kapur
2019	J	`jnl`	Deep neural maps for unsupervised visualization of high-grade cancer in prostate biopsies. Int. J. Comput. Assist. Radiol. Surg. Alireza Sedghi, Mehran Pesteie, Golara Javadi, Shekoofeh Azizi, Pingkun Yan, Jin Tae Kwak, Sheng Xu, Baris Turkbey, Peter L. Choyke, Peter A. Pinto, Bradford J. Wood, Robert Rohling, Purang Abolmaesumi, Parvin Mousavi
2019	—	`conf`	Designing lightweight deep learning models for echocardiography view classification. Image-Guided Procedures Hooman Vaseli, Zhibin Liao, Amir H. Abdi, Hany Girgis, Delaram Behnami, Christina Luong, Fatemeh Taheri Dezaki, Neeraj Dhungel, Robert Rohling, Ken Gin, Purang Abolmaesumi, Teresa Tsang
2019	—	`conf`	Dual-View Joint Estimation of Left Ventricular Ejection Fraction with Uncertainty Modelling in Echocardiograms. MICCAI (2) Delaram Behnami, Zhibin Liao, Hany Girgis, Christina Luong, Robert Rohling, Ken Gin, Teresa Tsang, Purang Abolmaesumi
2019	—	`conf`	Echocardiography Segmentation by Quality Translation Using Anatomically Constrained CycleGAN. MICCAI (5) Mohammad H. Jafari, Zhibin Liao, Hany Girgis, Mehran Pesteie, Robert Rohling, Ken Gin, Terasa Tsang, Purang Abolmaesumi
2019	—	`conf`	Echocardiography View Classification Using Quality Transfer Star Generative Adversarial Networks. MICCAI (2) Zhibin Liao, Mohammad H. Jafari, Hany Girgis, Kenneth Gin, Robert Rohling, Purang Abolmaesumi, Teresa Tsang
2019	—	`conf`	End-To-End Vertebra Localization and Level Detection in Weakly Labelled 3D Spinal Mr using Cascaded Neural Networks. ISBI Tom van Sonsbeek, Pardiss Danaei, Delaram Behnami, Mohammad Hossein Jafari, Parisa Asgharzadeh, Robert Rohling, Purang Abolmaesumi
2019	—	`conf`	EpiGuide 2D: visibility assessment of a novel multi-channel out-of-plane needle guide for 2D point of care ultrasound. Image-Guided Procedures Simon Honigmann, Yi-Cheng Zhu, Rohit Singla, Purang Abolmaesumi, Anthony Chau, Robert Rohling
2019	—	`conf`	Frame Rate Up-Conversion in Echocardiography Using a Conditioned Variational Autoencoder and Generative Adversarial Model. MICCAI (2) Fatemeh Taheri Dezaki, Hany Girgis, Robert Rohling, Ken Gin, Purang Abolmaesumi, Teresa Tsang
2019	J	`jnl`	GAN-enhanced Conditional Echocardiogram Generation. CoRR Amir H. Abdi, Teresa Tsang, Purang Abolmaesumi
2019	J	`jnl`	On Modelling Label Uncertainty in Deep Neural Networks: Automatic Estimation of Intra-observer Variability in 2D Echocardiography Quality Assessment. CoRR Zhibin Liao, Hany Girgis, Amir H. Abdi, Hooman Vaseli, Jorden Hetherington, Robert Rohling, Ken Gin, Teresa Tsang, Purang Abolmaesumi
2019	—	`conf`	Semi-Supervised Learning For Cardiac Left Ventricle Segmentation Using Conditional Deep Generative Models as Prior. ISBI Mohammad H. Jafari, Hany Girgis, Amir H. Abdi, Zhibin Liao, Mehran Pesteie, Robert Rohling, Ken Gin, Terasa Tsang, Purang Abolmaesumi
2019	—	`conf`	Temporal enhanced ultrasound and shear wave elastography for tissue classification in cancer interventions: an experimental evaluation. Image-Guided Procedures Sijia Li, Jack A. Barnes, Purang Abolmaesumi, Hans-Peter Loock, Parvin Mousavi
2019	J	`jnl`	Variational Learning with Disentanglement-PyTorch. CoRR Amir H. Abdi, Purang Abolmaesumi, Sidney S. Fels
2019	J	`jnl`	Variational Mandible Shape Completion for Virtual Surgical Planning. CoRR Amir H. Abdi, Mehran Pesteie, Eitan Prisman, Purang Abolmaesumi, Sidney S. Fels
2019	—	`conf`	Variational Shape Completion for Virtual Planning of Jaw Reconstructive Surgery. MICCAI (5) Amir H. Abdi, Mehran Pesteie, Eitan Prisman, Purang Abolmaesumi, Sidney S. Fels
2018	—	`conf`	3D tissue mimicking biophantoms for ultrasound imaging: bioprinting and image analysis. Image-Guided Procedures Shekoofeh Azizi, Sharareh Bayat, Ajay Rajaram, Emran Mohammad Abu Anas, Tamer Mohamed, Konrad Walus, Purang Abolmaesumi, Parvin Mousavi
2018	—	`conf`	A Unified Framework Integrating Recurrent Fully-Convolutional Networks and Optical Flow for Segmentation of the Left Ventricle in Echocardiography Data. DLMIA/ML-CDS@MICCAI Mohammad H. Jafari, Hany Girgis, Zhibin Liao, Delaram Behnami, Amir H. Abdi, Hooman Vaseli, Christina Luong, Robert Rohling, Ken Gin, Teresa Tsang, Purang Abolmaesumi
2018	J	`jnl`	A deep learning approach for real time prostate segmentation in freehand ultrasound guided biopsy. Medical Image Anal. Emran Mohammad Abu Anas, Parvin Mousavi, Purang Abolmaesumi
2018	—	`conf`	Accurate and Robust Segmentation of the Clinical Target Volume for Prostate Brachytherapy. MICCAI (4) Davood Karimi, Qi Zeng, Prateek Mathur, Apeksha Avinash, Sara Mahdavi, Ingrid Spadinger, Purang Abolmaesumi, Septimiu E. Salcudean
2018	—	`conf`	Automatic Detection of Patients with a High Risk of Systolic Cardiac Failure in Echocardiography. DLMIA/ML-CDS@MICCAI Delaram Behnami, Christina Luong, Hooman Vaseli, Amir H. Abdi, Hany Girgis, Dale Hawley, Robert Rohling, Ken Gin, Purang Abolmaesumi, Teresa Tsang
2018	J	`jnl`	Automatic Localization of the Needle Target for Ultrasound-Guided Epidural Injections. IEEE Trans. Medical Imaging Mehran Pesteie, Victoria A. Lessoway, Purang Abolmaesumi, Robert N. Rohling
2018	J	`jnl`	Automatic grading of prostate cancer in digitized histopathology images: Learning from multiple experts. Medical Image Anal. Guy Nir, Soheil Hor, Davood Karimi, Ladan Fazli, Brian F. Skinnider, Peyman Tavassoli, Dmitry Turbin, Carlos F. Villamil, Gang Wang, R. Storey Wilson, Kenneth A. Iczkowski, M. Scott Lucia, Peter C. Black, Purang Abolmaesumi, S. Larry Goldenberg, Septimiu E. Salcudean
2018	—	`conf`	Automatic high resolution segmentation of the prostate from multi-planar MRI. ISBI Anneke Meyer, Alireza Mehrtash, Marko Rak, Daniel Schindele, Martin Schostak, Clare M. Tempany, Tina Kapur, Purang Abolmaesumi, Andriy Fedorov, Christian Hansen
2018	J	`jnl`	Broadband Vibration Detection in Tissue Phantoms Using a Fiber Fabry-Perot Cavity. IEEE Trans. Biomed. Eng. Jack A. Barnes, Sijia Li, Apoorv Goyal, Purang Abolmaesumi, Parvin Mousavi, Hans-Peter Loock
2018	—	`conf`	Deep Neural Maps. ICLR (Workshop) Mehran Pesteie, Purang Abolmaesumi, Robert Rohling
2018	J	`jnl`	Deep Neural Maps. CoRR Mehran Pesteie, Purang Abolmaesumi, Robert Rohling
2018	J	`jnl`	Deep Recurrent Neural Networks for Prostate Cancer Detection: Analysis of Temporal Enhanced Ultrasound. IEEE Trans. Medical Imaging Shekoofeh Azizi, Sharareh Bayat, Pingkun Yan, Amir Tahmasebi, Jin Tae Kwak, Sheng Xu, Baris Turkbey, Peter L. Choyke, Peter A. Pinto, Bradford J. Wood, Parvin Mousavi, Purang Abolmaesumi
2018	J	`jnl`	Fast elastic registration of soft tissues under large deformations. Medical Image Anal. Igor Peterlík, Hadrien Courtecuisse, Robert Rohling, Purang Abolmaesumi, Christopher Y. Nguan, Stéphane Cotin, Septimiu E. Salcudean
2018	—	`conf`	Learning from Noisy Label Statistics: Detecting High Grade Prostate Cancer in Ultrasound Guided Biopsy. MICCAI (4) Shekoofeh Azizi, Pingkun Yan, Amir M. Tahmasebi, Peter A. Pinto, Bradford J. Wood, Jin Tae Kwak, Sheng Xu, Baris Turkbey, Peter L. Choyke, Parvin Mousavi, Purang Abolmaesumi
2018	J	`jnl`	Prostate segmentation in transrectal ultrasound using magnetic resonance imaging priors. Int. J. Comput. Assist. Radiol. Surg. Qi Zeng, Golnoosh Samei, Davood Karimi, Claudia Kesch, Seyedeh Sara Mahdavi, Purang Abolmaesumi, Septimiu E. Salcudean
2018	—	`conf`	Quantitative Echocardiography: Real-Time Quality Estimation and View Classification Implemented on a Mobile Android Device. POCUS/BIVPCS/CuRIOUS/CPM@MICCAI Nathan Van Woudenberg, Zhibin Liao, Amir H. Abdi, Hani Girgis, Christina Luong, Hooman Vaseli, Delaram Behnami, Haotian Zhang, Kenneth Gin, Robert Rohling, Teresa Tsang, Purang Abolmaesumi
2018	J	`jnl`	Stochastic Modeling of Temporal Enhanced Ultrasound: Impact of Temporal Properties on Prostate Cancer Characterization. IEEE Trans. Biomed. Eng. Layan Nahlawi, Caroline Barcelos Gonçalves, Farhad Imani, Mena Gaed, Jose A. Gomez, Madeleine Moussa, Eli Gibson, Aaron Fenster, Aaron D. Ward, Purang Abolmaesumi, Hagit Shatkay, Parvin Mousavi
2018	J	`jnl`	Toward a real-time system for temporal enhanced ultrasound-guided prostate biopsy. Int. J. Comput. Assist. Radiol. Surg. Shekoofeh Azizi, Nathan Van Woudenberg, Samira Sojoudi, Ming Li, Sheng Xu, Emran Mohammad Abu Anas, Pingkun Yan, Amir M. Tahmasebi, Jin Tae Kwak, Baris Turkbey, Peter L. Choyke, Peter A. Pinto, Bradford J. Wood, Parvin Mousavi, Purang Abolmaesumi
2017	J	`jnl`	Automatic Quality Assessment of Echocardiograms Using Convolutional Neural Networks: Feasibility on the Apical Four-Chamber View. IEEE Trans. Medical Imaging Amir H. Abdi, Christina Luong, Teresa Tsang, Gregory Allan, Saman Nouranian, John Jue, Dale Hawley, Sarah Fleming, Ken Gin, Jody Swift, Robert Rohling, Purang Abolmaesumi
2017	B	`conf`	Automatic quality assessment of apical four-chamber echocardiograms using deep convolutional neural networks. Image Processing Amir H. Abdi, Christina Luong, Teresa Tsang, Gregory Allan, Saman Nouranian, John Jue, Dale Hawley, Sarah Fleming, Ken Gin, Jody Swift, Robert Rohling, Purang Abolmaesumi
2017	—	`conf`	Classification of clinical significance of MRI prostate findings using 3D convolutional neural networks. Computer-Aided Diagnosis Alireza Mehrtash, Alireza Sedghi, Mohsen Ghafoorian, Mehdi Taghipour, Clare M. Tempany, William M. Wells III, Tina Kapur, Parvin Mousavi, Purang Abolmaesumi, Andriy Fedorov
2017	—	`conf`	Clinical Target-Volume Delineation in Prostate Brachytherapy Using Residual Neural Networks. MICCAI (3) Emran Mohammad Abu Anas, Saman Nouranian, Seyedeh Sara Mahdavi, Ingrid Spadinger, William J. Morris, Septimiu E. Salcudean, Parvin Mousavi, Purang Abolmaesumi
2017	—	`conf`	Constructing Detailed Subject-Specific Models of the Human Masseter. BIVPCS/POCUS@MICCAI C. Antonio Sánchez, Zhi Li, Alan G. Hannam, Purang Abolmaesumi, Anne M. Agur, Sidney S. Fels
2017	J	`jnl`	Correction to "Automatic Quality Assessment of Echocardiograms Using Convolutional Neural Networks: Feasibility on the Apical Four-Chamber View". IEEE Trans. Medical Imaging Amir H. Abdi, Christina Luong, Teresa Tsang, Gregory Allan, Saman Nouranian, John Jue, Dale Hawley, Sarah Fleming, Ken Gin, Jody Swift, Robert Rohling, Purang Abolmaesumi
2017	—	`conf`	Deep Residual Recurrent Neural Networks for Characterisation of Cardiac Cycle Phase from Echocardiograms. DLMIA/ML-CDS@MICCAI Fatemeh Taheri Dezaki, Neeraj Dhungel, Amir H. Abdi, Christina Luong, Teresa Tsang, John Jue, Ken Gin, Dale Hawley, Robert Rohling, Purang Abolmaesumi
2017	—	`conf`	DeepInfer: open-source deep learning deployment toolkit for image-guided therapy. Image-Guided Procedures Alireza Mehrtash, Mehran Pesteie, Jorden Hetherington, Peter A. Behringer, Tina Kapur, William M. Wells III, Robert Rohling, Andriy Fedorov, Purang Abolmaesumi
2017	J	`jnl`	Detection and grading of prostate cancer using temporal enhanced ultrasound: combining deep neural networks and tissue mimicking simulations. Int. J. Comput. Assist. Radiol. Surg. Shekoofeh Azizi, Sharareh Bayat, Pingkun Yan, Amir M. Tahmasebi, Guy Nir, Jin Tae Kwak, Sheng Xu, Storey Wilson, Kenneth A. Iczkowski, M. Scott Lucia, Larry Goldenberg, Septimiu E. Salcudean, Peter A. Pinto, Bradford J. Wood, Purang Abolmaesumi, Parvin Mousavi
2017	—	`conf`	Identification and tracking of vertebrae in ultrasound using deep networks with unsupervised feature learning. Image-Guided Procedures Jorden Hetherington, Mehran Pesteie, Victoria A. Lessoway, Purang Abolmaesumi, Robert N. Rohling
2017	J	`jnl`	Model-based registration of preprocedure MR and intraprocedure US of the lumbar spine. Int. J. Comput. Assist. Radiol. Surg. Delaram Behnami, Alireza Sedghi, Emran Mohammad Abu Anas, Abtin Rasoulian, Alexander Seitel, Victoria A. Lessoway, Tamas Ungi, David Yen, Jill Osborn, Parvin Mousavi, Robert Rohling, Purang Abolmaesumi
2017	—	`conf`	Models of temporal enhanced ultrasound data for prostate cancer diagnosis: the impact of time-series order. Image-Guided Procedures Layan Nahlawi, Caroline Barcelos Gonçalves, Farhad Imani, Mena Gaed, Jose A. Gomez, Madeleine Moussa, Eli Gibson, Aaron Fenster, Aaron D. Ward, Purang Abolmaesumi, Parvin Mousavi, Hagit Shatkay
2017	—	`conf`	Quality Assessment of Echocardiographic Cine Using Recurrent Neural Networks: Feasibility on Five Standard View Planes. MICCAI (3) Amir H. Abdi, Christina Luong, Teresa Tsang, John Jue, Ken Gin, Darwin Yeung, Dale Hawley, Robert Rohling, Purang Abolmaesumi
2017	J	`jnl`	SLIDE: automatic spine level identification system using a deep convolutional neural network. Int. J. Comput. Assist. Radiol. Surg. Jorden Hetherington, Victoria A. Lessoway, Vit Gunka, Purang Abolmaesumi, Robert Rohling
2017	J	`jnl`	Simultaneous Analysis of 2D Echo Views for Left Atrial Segmentation and Disease Detection. IEEE Trans. Medical Imaging Gregory Allan, Saman Nouranian, Teresa Tsang, Alexander Seitel, Maryam S. Mirian, John Jue, Dale Hawley, Sarah Fleming, Ken Gin, Jody Swift, Robert Rohling, Purang Abolmaesumi
2017	—	`conf`	Transfer Learning for Domain Adaptation in MRI: Application in Brain Lesion Segmentation. MICCAI (3) Mohsen Ghafoorian, Alireza Mehrtash, Tina Kapur, Nico Karssemeijer, Elena Marchiori, Mehran Pesteie, Charles R. G. Guttmann, Frank-Erik de Leeuw, Clare M. Tempany, Bram van Ginneken, Andriy Fedorov, Purang Abolmaesumi, Bram Platel, William M. Wells III
2017	J	`jnl`	Transfer Learning for Domain Adaptation in MRI: Application in Brain Lesion Segmentation. CoRR Mohsen Ghafoorian, Alireza Mehrtash, Tina Kapur, Nico Karssemeijer, Elena Marchiori, Mehran Pesteie, Charles R. G. Guttmann, Frank-Erik de Leeuw, Clare M. Tempany, Bram van Ginneken, Andriy Fedorov, Purang Abolmaesumi, Bram Platel, William M. Wells III
2017	J	`jnl`	Transfer learning from RF to B-mode temporal enhanced ultrasound features for prostate cancer detection. Int. J. Comput. Assist. Radiol. Surg. Shekoofeh Azizi, Parvin Mousavi, Pingkun Yan, Amir M. Tahmasebi, Jin Tae Kwak, Sheng Xu, Baris Turkbey, Peter L. Choyke, Peter A. Pinto, Bradford J. Wood, Purang Abolmaesumi
2016	J	`jnl`	A multi-center milestone study of clinical vertebral CT segmentation. Comput. Medical Imaging Graph. Jianhua Yao, Joseph E. Burns, Daniel Forsberg, Alexander Seitel, Abtin Rasoulian, Purang Abolmaesumi, Kerstin Hammernik, Martin Urschler, Bulat Ibragimov, Robert Korez, Tomaz Vrtovec, Isaac Castro-Mateos, Jose M. Pozo, Alejandro F. Frangi, Ronald M. Summers, Shuo Li
2016	J	`jnl`	Automatic Segmentation of Wrist Bones in CT Using a Statistical Wrist Shape + Pose Model. IEEE Trans. Medical Imaging Emran Mohammad Abu Anas, Abtin Rasoulian, Alexander Seitel, Kathryn Darras, David R. Wilson, Paul St. John, David R. Pichora, Parvin Mousavi, Robert Rohling, Purang Abolmaesumi
2016	—	`conf`	Bone Enhancement in Ultrasound Based on 3D Local Spectrum Variation for Percutaneous Scaphoid Fracture Fixation. MICCAI (1) Emran Mohammad Abu Anas, Alexander Seitel, Abtin Rasoulian, Paul St. John, Tamas Ungi, Andras Lasso, Kathryn Darras, David R. Wilson, Victoria A. Lessoway, Gabor Fichtinger, Michelle Zec, David R. Pichora, Parvin Mousavi, Robert Rohling, Purang Abolmaesumi
2016	—	`conf`	Classification of prostate cancer grade using temporal ultrasound: in vivo feasibility study. Image-Guided Procedures Sahar Ghavidel, Farhad Imani, Siavash Khallaghi, Eli Gibson, Amir Khojaste, Mena Gaed, Madeleine Moussa, Jose A. Gomez, D. Robert Siemens, Michael Leveridge, Silvia D. Chang, Aaron Fenster, Aaron D. Ward, Purang Abolmaesumi, Parvin Mousavi
2016	—	`conf`	Classifying Cancer Grades Using Temporal Ultrasound for Transrectal Prostate Biopsy. MICCAI (1) Shekoofeh Azizi, Farhad Imani, Jin Tae Kwak, Amir M. Tahmasebi, Sheng Xu, Pingkun Yan, Jochen Kruecker, Baris Turkbey, Peter L. Choyke, Peter A. Pinto, Bradford J. Wood, Parvin Mousavi, Purang Abolmaesumi
2016	J	`jnl`	Detection of prostate cancer using temporal sequences of ultrasound data: a large clinical feasibility study. Int. J. Comput. Assist. Radiol. Surg. Shekoofeh Azizi, Farhad Imani, Sahar Ghavidel, Amir M. Tahmasebi, Jin Tae Kwak, Sheng Xu, Baris Turkbey, Peter L. Choyke, Peter A. Pinto, Bradford J. Wood, Parvin Mousavi, Purang Abolmaesumi
2016	—	`conf`	Fusion of multi-parametric MRI and temporal ultrasound for characterization of prostate cancer: in vivo feasibility study. Computer-Aided Diagnosis Farhad Imani, Sahar Ghavidel, Purang Abolmaesumi, Siavash Khallaghi, Eli Gibson, Amir Khojaste, Mena Gaed, Madeleine Moussa, Jose A. Gomez, Cesare Romagnoli, Derek W. Cool, Matthew Bastian-Jordan, Zahra Kassam, D. Robert Siemens, Michael Leveridge, Silvia D. Chang, Aaron Fenster, Aaron D. Ward, Parvin Mousavi
2016	J	`jnl`	Joint registration of ultrasound, CT and a shape+pose statistical model of the lumbar spine for guiding anesthesia. Int. J. Comput. Assist. Radiol. Surg. Delaram Behnami, Alexander Seitel, Abtin Rasoulian, Emran Mohammad Abu Anas, Victoria A. Lessoway, Jill Osborn, Robert Rohling, Purang Abolmaesumi
2016	J	`jnl`	Learning-Based Multi-Label Segmentation of Transrectal Ultrasound Images for Prostate Brachytherapy. IEEE Trans. Medical Imaging Saman Nouranian, Mahdi Ramezani, Ingrid Spadinger, William J. Morris, Septimiu E. Salcudean, Purang Abolmaesumi
2016	—	`conf`	Prostate Cancer: Improved Tissue Characterization by Temporal Modeling of Radio-Frequency Ultrasound Echo Data. MICCAI (1) Layan Nahlawi, Farhad Imani, Mena Gaed, Jose A. Gomez, Madeleine Moussa, Eli Gibson, Aaron Fenster, Aaron D. Ward, Purang Abolmaesumi, Hagit Shatkay, Parvin Mousavi
2016	J	`jnl`	Registration of a statistical model to intraoperative ultrasound for scaphoid screw fixation. Int. J. Comput. Assist. Radiol. Surg. Emran Mohammad Abu Anas, Alexander Seitel, Abtin Rasoulian, Paul St. John, Tamas Ungi, Andras Lasso, Kathryn Darras, David R. Wilson, Victoria A. Lessoway, Gabor Fichtinger, Michelle Zec, David R. Pichora, Parvin Mousavi, Robert Rohling, Purang Abolmaesumi
2015	—	`conf`	A 2D-3D Registration Framework for Freehand TRUS-Guided Prostate Biopsy. MICCAI (2) Siavash Khallaghi, C. Antonio Sánchez, Saman Nouranian, Samira Sojoudi, Silvia D. Chang, Hamidreza Abdi, Lindsay Machan, Alison Harris, Peter C. Black, Martin E. Gleave, Larry Goldenberg, Sidney S. Fels, Purang Abolmaesumi
2015	J	`jnl`	A Multi-Atlas-Based Segmentation Framework for Prostate Brachytherapy. IEEE Trans. Medical Imaging Saman Nouranian, Seyedeh Sara Mahdavi, Ingrid Spadinger, William J. Morris, Septimiu E. Salcudean, Purang Abolmaesumi
2015	J	`jnl`	A multi-vertebrae CT to US registration of the lumbar spine in clinical data. Int. J. Comput. Assist. Radiol. Surg. Simrin Nagpal, Purang Abolmaesumi, Abtin Rasoulian, Ilker Hacihaliloglu, Tamas Ungi, Jill Osborn, Victoria A. Lessoway, John F. Rudan, Melanie Jaeger, Robert N. Rohling, Dan P. Borschneck, Parvin Mousavi
2015	J	`jnl`	Augmenting MRI-transrectal ultrasound-guided prostate biopsy with temporal ultrasound data: a clinical feasibility study. Int. J. Comput. Assist. Radiol. Surg. Farhad Imani, Bo Zhuang, Amir M. Tahmasebi, Jin Tae Kwak, Sheng Xu, Harsh K. Agarwal, Shyam Bharat, Nishant Uniyal, Ismail Baris Turkbey, Peter L. Choyke, Peter A. Pinto, Bradford J. Wood, Mehdi Moradi, Parvin Mousavi, Purang Abolmaesumi
2015	—	`conf`	Automatic Prostate Brachytherapy Preplanning Using Joint Sparse Analysis. MICCAI (2) Saman Nouranian, Mahdi Ramezani, Ingrid Spadinger, William J. Morris, Septimiu E. Salcudean, Purang Abolmaesumi
2015	J	`jnl`	Biomechanically Constrained Surface Registration: Application to MR-TRUS Fusion for Prostate Interventions. IEEE Trans. Medical Imaging Siavash Khallaghi, C. Antonio Sánchez, Abtin Rasoulian, Yue Sun, Farhad Imani, Amir Khojaste, Orcun Goksel, Cesare Romagnoli, Hamidreza Abdi, Silvia D. Chang, Parvin Mousavi, Aaron Fenster, Aaron D. Ward, Sidney S. Fels, Purang Abolmaesumi
2015	J	`jnl`	Bone enhancement in ultrasound using local spectrum variations for guiding percutaneous scaphoid fracture fixation procedures. Int. J. Comput. Assist. Radiol. Surg. Emran Mohammad Abu Anas, Alexander Seitel, Abtin Rasoulian, Paul St. John, David R. Pichora, Kathryn Darras, David R. Wilson, Victoria A. Lessoway, Ilker Hacihaliloglu, Parvin Mousavi, Robert Rohling, Purang Abolmaesumi
2015	—	`conf`	Characterization of aggressive prostate cancer using ultrasound RF time series. Computer-Aided Diagnosis Amir Khojaste, Farhad Imani, Mehdi Moradi, David M. Berman, D. Robert Siemens, Eric E. Sauerberi, Alexander H. Boag, Purang Abolmaesumi, Parvin Mousavi
2015	J	`jnl`	Computer-Aided Prostate Cancer Detection Using Ultrasound RF Time Series: In Vivo Feasibility Study. IEEE Trans. Medical Imaging Farhad Imani, Purang Abolmaesumi, Eli Gibson, Amir Khojaste, Mena Gaed, Madeleine Moussa, Jose A. Gomez, Cesare Romagnoli, Michael Leveridge, Silvia D. Chang, Robert Siemens, Aaron Fenster, Aaron D. Ward, Parvin Mousavi
2015	—	`conf`	Data fusion for planning target volume and isodose prediction in prostate brachytherapy. Image-Guided Procedures Saman Nouranian, Mahdi Ramezani, Seyedeh Sara Mahdavi, Ingrid Spadinger, William J. Morris, Septimiu E. Salcudean, Purang Abolmaesumi
2015	—	`conf`	Deep learning for automatic localization, identification, and segmentation of vertebral bodies in volumetric MR images. Image-Guided Procedures Amin Suzani, Abtin Rasoulian, Alexander Seitel, Sidney S. Fels, Robert N. Rohling, Purang Abolmaesumi
2015	—	`conf`	Fast Automatic Vertebrae Detection and Localization in Pathological CT Scans - A Deep Learning Approach. MICCAI (3) Amin Suzani, Alexander Seitel, Yuan Liu, Sidney S. Fels, Robert N. Rohling, Purang Abolmaesumi
2015	J	`jnl`	Information processing in computer-assisted interventions: 5th international conference, 2014. Int. J. Comput. Assist. Radiol. Surg. Danail Stoyanov, D. Louis Collins, Ichiro Sakuma, Purang Abolmaesumi, Pierre Jannin
2015	J	`jnl`	Joint Sparse Representation of Brain Activity Patterns in Multi-Task fMRI Data. IEEE Trans. Medical Imaging Mahdi Ramezani, Kris Marble, H. Trang, Ingrid S. Johnsrude, Purang Abolmaesumi
2015	J	`jnl`	Open-source image registration for MRI-TRUS fusion-guided prostate interventions. Int. J. Comput. Assist. Radiol. Surg. Andriy Fedorov, Siavash Khallaghi, C. Antonio Sánchez, Andras Lasso, Sidney S. Fels, Kemal Tuncali, Emily Neubauer Sugar, Tina Kapur, Chenxi Zhang, William M. Wells III, Paul L. Nguyen, Purang Abolmaesumi, Clare M. Tempany
2015	—	`conf`	Projection-Based Phase Features for Localization of a Needle Tip in 2D Curvilinear Ultrasound. MICCAI (1) Ilker Hacihaliloglu, Parmida Beigi, Gary C. Ng, Robert N. Rohling, Septimiu E. Salcudean, Purang Abolmaesumi
2015	J	`jnl`	Real-time ultrasound image classification for spine anesthesia using local directional Hadamard features. Int. J. Comput. Assist. Radiol. Surg. Mehran Pesteie, Purang Abolmaesumi, Hussam Al-Deen Ashab, Victoria A. Lessoway, Simon Massey, Vit Gunka, Robert N. Rohling
2015	—	`conf`	Scaphoid fracture fixation: localization of bones through statistical model to ultrasound registration. Image-Guided Procedures Emran Mohammad Abu Anas, Abtin Rasoulian, Paul St. John, David R. Pichora, Parvin Mousavi, Victoria A. Lessoway, Alexander Seitel, Ilker Hacihaliloglu, Robert Rohling, Purang Abolmaesumi
2015	J	`jnl`	Statistical Biomechanical Surface Registration: Application to MR-TRUS Fusion for Prostate Interventions. IEEE Trans. Medical Imaging Siavash Khallaghi, C. Antonio Sánchez, Abtin Rasoulian, Saman Nouranian, Cesare Romagnoli, Hamidreza Abdi, Silvia D. Chang, Peter C. Black, Larry Goldenberg, William J. Morris, Ingrid Spadinger, Aaron Fenster, Aaron D. Ward, Sidney S. Fels, Purang Abolmaesumi
2015	J	`jnl`	Towards real-time, tracker-less 3D ultrasound guidance for spine anaesthesia. Int. J. Comput. Assist. Radiol. Surg. Mikael Brudfors, Alexander Seitel, Abtin Rasoulian, Andras Lasso, Victoria A. Lessoway, Jill Osborn, Atsuto Maki, Robert N. Rohling, Purang Abolmaesumi
2015	J	`jnl`	Ultrasound RF Time Series for Classification of Breast Lesions. IEEE Trans. Medical Imaging Nishant Uniyal, Hani Eskandari, Purang Abolmaesumi, Samira Sojoudi, Paula Gordon, Linda Warren, Robert N. Rohling, Septimiu E. Salcudean, Mehdi Moradi
2015	J	`jnl`	Ultrasound-Based Characterization of Prostate Cancer Using Joint Independent Component Analysis. IEEE Trans. Biomed. Eng. Farhad Imani, Mahdi Ramezani, Saman Nouranian, Eli Gibson, Amir Khojaste, Mena Gaed, Madeleine Moussa, Jose A. Gomez, Cesare Romagnoli, Michael Leveridge, Silvia D. Chang, Aaron Fenster, Robert Siemens, Aaron D. Ward, Parvin Mousavi, Purang Abolmaesumi
2015	—	`conf`	Ultrasound-Based Detection of Prostate Cancer Using Automatic Feature Selection with Deep Belief Networks. MICCAI (2) Shekoofeh Azizi, Farhad Imani, Bo Zhuang, Amir M. Tahmasebi, Jin Tae Kwak, Sheng Xu, Nishant Uniyal, Baris Turkbey, Peter L. Choyke, Peter A. Pinto, Bradford J. Wood, Mehdi Moradi, Parvin Mousavi, Purang Abolmaesumi
2015	J	`jnl`	Ultrasound-guided spinal injections: a feasibility study of a guidance system. Int. J. Comput. Assist. Radiol. Surg. Abtin Rasoulian, Alexander Seitel, Jill Osborn, Samira Sojoudi, Saman Nouranian, Victoria A. Lessoway, Robert N. Rohling, Purang Abolmaesumi
2015	—	`conf`	Using Hidden Markov Models to capture temporal aspects of ultrasound data in prostate cancer. BIBM Layan Nahlawi, Farhad Imani, Mena Gaed, Jose A. Gomez, Madeleine Moussa, Eli Gibson, Aaron Fenster, Aaron D. Ward, Purang Abolmaesumi, Parvin Mousavi, Hagit Shatkay
2014	J	`jnl`	A Generalized Correlation-Based Model for Out-of-Plane Motion Estimation in Freehand Ultrasound. IEEE Trans. Medical Imaging Narges Afsham, Mohammad Najafi, Purang Abolmaesumi, Robert Rohling
2014	—	`conf`	A System for Ultrasound-Guided Spinal Injections: A Feasibility Study. IPCAI Abtin Rasoulian, Jill Osborn, Samira Sojoudi, Saman Nouranian, Victoria A. Lessoway, Robert Rohling, Purang Abolmaesumi
2014	—	`conf`	A global CT to US registration of the lumbar spine. Image-Guided Procedures Simrin Nagpal, Ilker Hacihaliloglu, Tamas Ungi, Abtin Rasoulian, Jill Osborn, Victoria A. Lessoway, Robert N. Rohling, Daniel P. Borschneck, Purang Abolmaesumi, Parvin Mousavi
2014	B	`conf`	A statistical shape+pose model for segmentation of wrist CT images. Image Processing Emran Mohammad Abu Anas, Abtin Rasoulian, Paul St. John, David R. Pichora, Robert Rohling, Purang Abolmaesumi
2014	—	`ed.`	Augmented Environments for Computer-Assisted Interventions - 9th International Workshop, AE-CAI 2014, Held in Conjunction with MICCAI 2014, Boston, MA, USA, September 14, 2014. Proceedings AE-CAI Cristian A. Linte, Ziv Yaniv, Pascal Fallavollita, Purang Abolmaesumi, David R. Holmes III
2014	—	`conf`	Automatic labeling and segmentation of vertebrae in CT images. Image-Guided Procedures Abtin Rasoulian, Robert N. Rohling, Purang Abolmaesumi
2014	—	`conf`	CT to US Registration of the Lumbar Spine: A Clinical Feasibility Study. IPCAI Simrin Nagpal, Purang Abolmaesumi, Abtin Rasoulian, Tamas Ungi, Ilker Hacihaliloglu, Jill Osborn, Dan P. Borschneck, Victoria A. Lessoway, Robert Rohling, Parvin Mousavi
2014	J	`jnl`	Embedding digitized fibre fields in finite element models of muscles. Comput. methods Biomech. Biomed. Eng. Imaging Vis. C. Antonio Sánchez, John E. Lloyd, Sidney S. Fels, Purang Abolmaesumi
2014	—	`conf`	Fast prostate segmentation for brachytherapy based on joint fusion of images and labels. Image-Guided Procedures Saman Nouranian, Mahdi Ramezani, Seyedeh Sara Mahdavi, Ingrid Spadinger, William J. Morris, Septimiu E. Salcudean, Purang Abolmaesumi
2014	—	`conf`	Filter-Based Speckle Tracking for Freehand Prostate Biopsy: Theory, ex vivo and in vivo Results. IPCAI Narges Afsham, Siavash Khallaghi, Mohammad Najafi, Lindsay Machan, Silvia D. Chang, Larry Goldenberg, Peter C. Black, Robert Rohling, Purang Abolmaesumi
2014	—	`ed.`	Information Processing in Computer-Assisted Interventions - 5th International Conference, IPCAI 2014, Fukuoka, Japan, June 28, 2014. Proceedings IPCAI Danail Stoyanov, D. Louis Collins, Ichiro Sakuma, Purang Abolmaesumi, Pierre Jannin
2014	B	`conf`	Joint source based analysis of multiple brain structures in studying major depressive disorder. Image Processing Mahdi Ramezani, Abtin Rasoulian, Tom Hollenstein, Kate Harkness, Ingrid S. Johnsrude, Purang Abolmaesumi
2014	J	`jnl`	Local Phase Tensor Features for 3-D Ultrasound to Statistical Shape+Pose Spine Model Registration. IEEE Trans. Medical Imaging Ilker Hacihaliloglu, Abtin Rasoulian, Robert Rohling, Purang Abolmaesumi
2014	—	`conf`	Motion and deformation compensation for freehand prostate biopsies. Image-Guided Procedures Siavash Khallaghi, Saman Nouranian, Samira Sojoudi, Hussam Al-Deen Ashab, Lindsay Machan, Silvia D. Chang, Peter C. Black, Martin E. Gleave, Larry Goldenberg, Purang Abolmaesumi
2014	—	`conf`	Semi-automatic segmentation of vertebral bodies in volumetric MR images using a statistical shape+pose model. Image-Guided Procedures Amin Suzani, Abtin Rasoulian, Sidney S. Fels, Robert N. Rohling, Purang Abolmaesumi
2014	J	`jnl`	SimITK: Visual Programming of the ITK Image-Processing Library within Simulink. J. Digit. Imaging Andrew W. L. Dickinson, Purang Abolmaesumi, David G. Gobbi, Parvin Mousavi
2014	—	`conf`	SimITK: model driven engineering for medical imaging. Image-Guided Procedures Melissa Trezise, David G. Gobbi, James Cordy, Purang Abolmaesumi, Parvin Mousavi
2014	—	`conf`	Towards enabling ultrasound guidance in cervical cancer high-dose-rate brachytherapy. Image-Guided Procedures Adrian Wong, Samira Sojoudi, Marc Gaudet, Wan Wan Yap, Silvia D. Chang, Purang Abolmaesumi, Christina Aquino-Parsons, Mehdi Moradi
2014	—	`conf`	Ultrasound-Based Predication of Prostate Cancer in MRI-guided Biopsy. CLIP@MICCAI Nishant Uniyal, Farhad Imani, Amir M. Tahmasebi, Harsh K. Agarwal, Shyam Bharat, Pingkun Yan, Jochen Kruecker, Jin Tae Kwak, Sheng Xu, Bradford J. Wood, Peter A. Pinto, Baris Turkbey, Peter L. Choyke, Purang Abolmaesumi, Parvin Mousavi, Mehdi Moradi
2013	—	`conf`	A statistical multi-vertebrae shape+pose model for segmentation of CT images. Image-Guided Procedures Abtin Rasoulian, Robert N. Rohling, Purang Abolmaesumi
2013	J	`jnl`	An Augmented Reality Haptic Training Simulator for Spinal Needle Procedures. IEEE Trans. Biomed. Eng. Colin J. Sutherland, Keyvan Hashtrudi-Zaad, Richard W. Sellens, Purang Abolmaesumi, Parvin Mousavi
2013	J	`jnl`	An Augmented Reality System for Epidural Anesthesia (AREA): Prepuncture Identification of Vertebrae. IEEE Trans. Biomed. Eng. Hussam Al-Deen Ashab, Victoria A. Lessoway, Siavash Khallaghi, Alexis Cheng, Robert Rohling, Purang Abolmaesumi
2013	—	`conf`	An Automatic Multi-atlas Segmentation of the Prostate in Transrectal Ultrasound Images Using Pairwise Atlas Shape Similarity. MICCAI (2) Saman Nouranian, Seyedeh Sara Mahdavi, Ingrid Spadinger, William J. Morris, Septimiu E. Salcudean, Purang Abolmaesumi
2013	—	`conf`	Augmentation of Paramedian 3D Ultrasound Images of the Spine. IPCAI Abtin Rasoulian, Robert Rohling, Purang Abolmaesumi
2013	J	`jnl`	Automatic Localization of the da Vinci Surgical Instrument Tips in 3-D Transrectal Ultrasound. IEEE Trans. Biomed. Eng. Omid Mohareri, Mahdi Ramezani, Troy K. Adebar, Purang Abolmaesumi, Septimiu E. Salcudean
2013	Misc	`conf`	Independent component analysis on Lie groups for multi-object analysis of first episode depression. ICASSP Mahdi Ramezani, Abtin Rasoulian, Ingrid S. Johnsrude, Tom Hollenstein, Kate Harkness, Purang Abolmaesumi
2013	J	`jnl`	Introduction to Special Section on Surgical Robotics. IEEE Trans. Biomed. Eng. Purang Abolmaesumi, Gabor Fichtinger, Terry M. Peters, Ichiro Sakuma, Guang-Zhong Yang
2013	J	`jnl`	Lumbar Spine Segmentation Using a Statistical Multi-Vertebrae Anatomical Shape+Pose Model. IEEE Trans. Medical Imaging Abtin Rasoulian, Robert Rohling, Purang Abolmaesumi
2013	—	`conf`	Multi-atlas-based automatic 3D segmentation for prostate brachytherapy in transrectal ultrasound images. Image-Guided Procedures Saman Nouranian, Seyedeh Sara Mahdavi, Ingrid Spadinger, William J. Morris, Septimiu E. Salcudean, Purang Abolmaesumi
2013	B	`conf`	Multi-object statistical analysis of late adolescent depression. Image Processing Mahdi Ramezani, Abtin Rasoulian, Purang Abolmaesumi, Tom Hollenstein, Ingrid S. Johnsrude, Kate Harkness
2013	J	`jnl`	Non-iterative partial view 3D ultrasound to CT registration in ultrasound-guided computer-assisted orthopedic surgery. Int. J. Comput. Assist. Radiol. Surg. Ilker Hacihaliloglu, David R. Wilson, Michael Gilbart, Michael A. Hunt, Purang Abolmaesumi
2013	—	`conf`	Separation of Benign and Malignant Glands in Prostatic Adenocarcinoma. MICCAI (3) Sabrina Rashid, Ladan Fazli, Alexander Boag, Robert Siemens, Purang Abolmaesumi, Septimiu E. Salcudean
2013	—	`conf`	Statistical Shape Model to 3D Ultrasound Registration for Spine Interventions Using Enhanced Local Phase Features. MICCAI (2) Ilker Hacihaliloglu, Abtin Rasoulian, Robert Rohling, Purang Abolmaesumi
2013	J	`jnl`	Tissue Classification Using Ultrasound-Induced Variations in Acoustic Backscattering Features. IEEE Trans. Biomed. Eng. Mohammad I. Daoud, Parvin Mousavi, Farhad Imani, Robert Rohling, Purang Abolmaesumi
2013	—	`conf`	Ultrasound-Based Characterization of Prostate Cancer: An in vivo Clinical Feasibility Study. MICCAI (2) Farhad Imani, Purang Abolmaesumi, Eli Gibson, Amir Khojaste, Mena Gaed, Madeleine Moussa, Jose A. Gomez, Cesare Romagnoli, Robert Siemens, Michael Leveridge, Silvia D. Chang, Aaron Fenster, Aaron D. Ward, Parvin Mousavi
2013	J	`jnl`	Ultrasound-Guided Characterization of Interstitial Ablated Tissue Using RF Time Series: Feasibility Study. IEEE Trans. Biomed. Eng. Farhad Imani, Purang Abolmaesumi, Mark Z. Wu, Andras Lasso, Everette Clif Burdette, Goutam Ghoshal, Tamas Heffter, Emery Williams, Paul Neubauer, Gabor Fichtinger, Parvin Mousavi
2012	—	`conf`	A Closed-Form Differential Formulation for Ultrasound Spatial Calibration. IPCAI Mohammad Najafi, Narges Afsham, Purang Abolmaesumi, Robert Rohling
2012	—	`conf`	AREA: An augmented reality system for epidural anaesthesia. EMBC Hussam Al-Deen Ashab, Victoria A. Lessoway, Siavash Khallaghi, Alexis Cheng, Robert Rohling, Purang Abolmaesumi
2012	—	`conf`	Automatic Detection and Localization of da Vinci Tool Tips in 3D Ultrasound. IPCAI Omid Mohareri, Mahdi Ramezani, Troy K. Adebar, Purang Abolmaesumi, Septimiu E. Salcudean
2012	J	`jnl`	Biomechanically constrained groupwise ultrasound to CT registration of the lumbar spine. Medical Image Anal. Sean Gill, Purang Abolmaesumi, Gabor Fichtinger, Jonathan Boisvert, David R. Pichora, Dan P. Borschneck, Parvin Mousavi
2012	—	`conf`	Classification of individuals based on Sparse Representation of brain cognitive patterns: A functional MRI study. EMBC Mahdi Ramezani, Purang Abolmaesumi, Kris Marble, H. MacDonald, Ingrid S. Johnsrude
2012	J	`jnl`	Group-Wise Registration of Point Sets for Statistical Shape Models. IEEE Trans. Medical Imaging Abtin Rasoulian, Robert Rohling, Purang Abolmaesumi
2012	—	`ed.`	Information Processing in Computer-Assisted Interventions - Third International Conference, IPCAI 2012, Pisa, Italy, June 27, 2012. Proceedings IPCAI Purang Abolmaesumi, Leo Joskowicz, Nassir Navab, Pierre Jannin
2012	—	`conf`	Joint Sparse Representation of Brain Activity Patterns Related to Perceptual and Cognitive Components of a Speech Comprehension Task. PRNI Mahdi Ramezani, Purang Abolmaesumi, Kris Marble, H. MacDonald, Ingrid S. Johnsrude
2012	J	`jnl`	Multi-modal registration of speckle-tracked freehand 3D ultrasound to CT in the lumbar spine. Medical Image Anal. Andrew Lang, Parvin Mousavi, Sean Gill, Gabor Fichtinger, Purang Abolmaesumi
2012	—	`conf`	Non-iterative Multi-modal Partial View to Full View Image Registration Using Local Phase-Based Image Projections. IPCAI Ilker Hacihaliloglu, David R. Wilson, Michael Gilbart, Michael A. Hunt, Purang Abolmaesumi
2012	—	`conf`	Probabilistic registration of an unbiased statistical shape model to ultrasound images of the spine. Image-Guided Procedures Abtin Rasoulian, Robert N. Rohling, Purang Abolmaesumi
2012	—	`conf`	Single wall closed-form differential ultrasound calibration. Image-Guided Procedures Mohammad Najafi, Narges Afsham, Purang Abolmaesumi, Robert Rohling
2012	J	`jnl`	Spinal Needle Navigation by Tracked Ultrasound Snapshots. IEEE Trans. Biomed. Eng. Tamas Ungi, Purang Abolmaesumi, Rayhan Jalal, Mattea Welch, Irene Ayukawa, Simrin Nagpal, Andras Lasso, Melanie Jaeger, Daniel P. Borschneck, Gabor Fichtinger, Parvin Mousavi
2011	—	`conf`	3D Ocular Ultrasound Using Gaze Tracking on the Contralateral Eye: A Feasibility Study. MICCAI (1) Narges Afsham, Mohammad Najafi, Purang Abolmaesumi, Robert Rohling
2011	—	`conf`	Automatic C-arm pose estimation via 2D/3D hybrid registration of a radiographic fiducial. Image-Guided Procedures Eric Moult, Everette Clif Burdette, Daniel Y. Song, Purang Abolmaesumi, Gabor Fichtinger, Pascal Fallavollita
2011	—	`conf`	Biomechanically Constrained Groupwise Statistical Shape Model to Ultrasound Registration of the Lumbar Spine. IPCAI Siavash Khallaghi, Parvin Mousavi, Dan P. Borschneck, Gabor Fichtinger, Purang Abolmaesumi
2011	—	`conf`	GPU accelerated registration of a statistical shape model of the lumbar spine to 3D ultrasound images. Image-Guided Procedures Siavash Khallaghi, Purang Abolmaesumi, Ren Hui Gong, Elvis C. S. Chen, Sean Gill, Jonathan Boisvert, David R. Pichora, Dan P. Borschneck, Gabor Fichtinger, Parvin Mousavi
2011	—	`conf`	Monitoring of Tissue Ablation Using Time Series of Ultrasound RF Data. MICCAI (1) Farhad Imani, Mark Z. Wu, Andras Lasso, Everette Clif Burdette, Mohammad I. Daoud, Gabor Fitchinger, Purang Abolmaesumi, Parvin Mousavi
2011	J	`jnl`	Multiple-Object 2-D-3-D Registration for Noninvasive Pose Identification of Fracture Fragments. IEEE Trans. Biomed. Eng. Ren Hui Gong, A. James Stewart, Purang Abolmaesumi
2011	—	`conf`	Panorama Ultrasound for Guiding Epidural Anesthesia: A Feasibility Study. IPCAI Hedyeh Rafii-Tari, Purang Abolmaesumi, Robert Rohling
2011	—	`conf`	Phantom validation for ultrasound to statistical shape model registration of human pelvis. Image-Guided Procedures Sahar Ghanavati, Parvin Mousavi, Gabor Fichtinger, Purang Abolmaesumi
2011	—	`conf`	SimITK: rapid ITK prototyping using the Simulink visual programming environment. Image-Guided Procedures Andrew W. L. Dickinson, Parvin Mousavi, David G. Gobbi, Purang Abolmaesumi
2011	—	`conf`	Towards an augmented ultrasound guided spinal needle insertion system. EMBC Colin J. Sutherland, Keyvan Hashtrudi-Zaad, Purang Abolmaesumi, Parvin Mousavi
2010	J	`jnl`	A validation framework for probabilistic maps using Heschl's gyrus as a model. NeuroImage Amir M. Tahmasebi, Purang Abolmaesumi, Conor J. Wild, Ingrid S. Johnsrude
2010	—	`conf`	C-arm Pose Estimation in Prostate Brachytherapy by Registration to Ultrasound. MICCAI (3) Pascal Fallavollita, Everette Clif Burdette, Danny Y. Song, Purang Abolmaesumi, Gabor Fichtinger
2010	—	`conf`	C-arm Tracking by Intensity-Based Registration of a Fiducial in Prostate Brachytherapy. IPCAI Pascal Fallavollita, Everette Clif Burdette, Danny Y. Song, Purang Abolmaesumi, Gabor Fichtinger
2010	J	`jnl`	Estimation of Optimal Fiducial Target Registration Error in the Presence of Heteroscedastic Noise. IEEE Trans. Medical Imaging Burton Ma, Mehdi Hedjazi Moghari, Randy E. Ellis, Purang Abolmaesumi
2010	—	`conf`	Group-wise feature-based registration of CT and ultrasound images of spine. Image-Guided Procedures Abtin Rasoulian, Parvin Mousavi, Mehdi Hedjazi Moghari, Pezhman Foroughi, Purang Abolmaesumi
2010	J	`jnl`	High-throughput detection of prostate cancer in histological sections using probabilistic pairwise Markov models. Medical Image Anal. James Monaco, John Tomaszewski, Michael D. Feldman, Ian S. Hagemann, Mehdi Moradi, Parvin Mousavi, Alexander Boag, Chris Davidson, Purang Abolmaesumi, Anant Madabhushi
2010	—	`conf`	Localization of brachytherapy seeds in ultrasound by registration to fluoroscopy. Image-Guided Procedures Pascal Fallavollita, Zahra Karimaghaloo, Everette Clif Burdette, Daniel Y. Song, Purang Abolmaesumi, Gabor Fichtinger
2010	—	`conf`	Multi-slice to volume registration of ultrasound data to a statistical atlas of human pelvis. Image-Guided Procedures Sahar Ghanavati, Parvin Mousavi, Gabor Fichtinger, Pezhman Foroughi, Purang Abolmaesumi
2010	—	`ed.`	Prostate Cancer Imaging. Computer-Aided Diagnosis, Prognosis, and Intervention - International Workshop, Held in Conjunction with MICCAI 2010, Beijing, China, September 24, 2010. Proceedings Prostate Cancer Imaging Anant Madabhushi, Jason Dowling, Pingkun Yan, Aaron Fenster, Purang Abolmaesumi, Nobuhiko Hata
2010	—	`conf`	Registration of a Statistical Shape Model of the Lumbar Spine to 3D Ultrasound Images. MICCAI (2) Siavash Khallaghi, Parvin Mousavi, Ren Hui Gong, Sean Gill, Jonathan Boisvert, Gabor Fichtinger, David R. Pichora, Dan P. Borschneck, Purang Abolmaesumi
2010	—	`conf`	Registration of ultrasound to CT angiography of kidneys: a porcine phantom study. Image-Guided Procedures Jing Xiang, Sean Gill, Christopher Y. Nguan, Purang Abolmaesumi, Robert N. Rohling
2010	—	`conf`	Ultrasound guided spine needle insertion. Image-Guided Procedures Elvis C. S. Chen, Parvin Mousavi, Sean Gill, Gabor Fichtinger, Purang Abolmaesumi
2010	J	`jnl`	Understanding the Effect of Bias in Fiducial Localization Error on Point-Based Rigid-Body Registration. IEEE Trans. Medical Imaging Mehdi Hedjazi Moghari, Purang Abolmaesumi
2009	—	`conf`	A New Approach for Creating Customizable Cytoarchitectonic Probabilistic Maps without a Template. MICCAI (1) Amir M. Tahmasebi, Purang Abolmaesumi, Xiujuan Geng, Patricia Morosan, Katrin Amunts, Gary E. Christensen, Ingrid S. Johnsrude
2009	—	`conf`	A New Scheme for Curved Needle Segmentation in Three-Dimensional Ultrasound Images. ISBI Mohammad Aboofazeli, Purang Abolmaesumi, Parvin Mousavi, Gabor Fichtinger
2009	J	`jnl`	Augmenting Detection of Prostate Cancer in Transrectal Ultrasound Images Using SVM and RF Time Series. IEEE Trans. Biomed. Eng. Mehdi Moradi, Purang Mousavi, Alexander Boag, Eric Sauerbrei, Robert Siemens, Purang Abolmaesumi
2009	—	`conf`	Automated detection of prostate cancer using wavelet transform features of ultrasound RF time series. Computer-Aided Diagnosis Mohammad Aboofazeli, Purang Abolmaesumi, Mehdi Moradi, Eric Sauerbrei, Robert Siemens, Alexander Boag, Parvin Mousavi
2009	—	`conf`	Biomechanically Constrained Groupwise US to CT Registration of the Lumbar Spine. MICCAI (1) Sean Gill, Parvin Mousavi, Gabor Fichtinger, Elvis C. S. Chen, Jonathan Boisvert, David R. Pichora, Purang Abolmaesumi
2009	J	`jnl`	Distribution of Fiducial Registration Error in Rigid-Body Point-Based Registration. IEEE Trans. Medical Imaging Mehdi Hedjazi Moghari, Purang Abolmaesumi
2009	J	`jnl`	Distribution of Target Registration Error for Anisotropic and Inhomogeneous Fiducial Localization Error. IEEE Trans. Medical Imaging Mehdi Hedjazi Moghari, Purang Abolmaesumi
2009	—	`conf`	Group-wise registration of ultrasound to CT images of human vertebrae. Image-Guided Procedures Sean Gill, Parvin Mousavi, Gabor Fichtinger, David R. Pichora, Purang Abolmaesumi
2009	—	`conf`	Intraoperative localization of brachytherapy implants using intensity-based registration. Image-Guided Procedures Zahra Karimaghaloo, Purang Abolmaesumi, Narges Ahmidi, Thomas Kuiran Chen, David G. Gobbi, Gabor Fichtinger
2009	—	`conf`	Prediction of the Repair Surface over Cartilage Defects: A Comparison of Three Methods in a Sheep Model. MICCAI (1) Manuela Kunz, Steven Devlin, Ren Hui Gong, Jiro Inoue, Stephen D. Waldman, Mark B. Hurtig, Purang Abolmaesumi, A. James Stewart
2009	B	`conf`	Probabilistic pairwise Markov models: application to prostate cancer detection. Image Processing James Monaco, John Tomaszewski, Michael D. Feldman, Mehdi Moradi, Parvin Mousavi, Alexander Boag, Chris Davidson, Purang Abolmaesumi, Anant Madabhushi
2009	J	`jnl`	Reducing inter-subject anatomical variation: Effect of normalization method on sensitivity of functional magnetic resonance imaging data analysis in auditory cortex and the superior temporal region. NeuroImage Amir M. Tahmasebi, Purang Abolmaesumi, Zane Z. Zheng, Kevin G. Munhall, Ingrid S. Johnsrude
2009	—	`conf`	Reduction of multi-fragment fractures of the distal radius using atlas-based 2D/3D registration. Image-Guided Procedures Ren Hui Gong, A. James Stewart, Purang Abolmaesumi
2008	—	`conf`	2D/3D registration with the CMA-ES method. Image-Guided Procedures Ren Hui Gong, Purang Abolmaesumi
2008	J	`jnl`	A Framework for the Design of a Novel Haptic-Based Medical Training Simulator. IEEE Trans. Inf. Technol. Biomed. Amir M. Tahmasebi, Keyvan Hashtrudi-Zaad, D. Thompson, Purang Abolmaesumi
2008	—	`conf`	A Theoretical Comparison of Different Target Registration Error Estimators. MICCAI (2) Mehdi Hedjazi Moghari, Burton Ma, Purang Abolmaesumi
2008	—	`conf`	A real-time ultrasound calibration system with automatic accuracy control and incorporation of ultrasound section thickness. Image-Guided Procedures Thomas Kuiran Chen, Adrian D. Thurston, Mehdi Hedjazi Moghari, Randy E. Ellis, Purang Abolmaesumi
2008	—	`conf`	Intensity-based registration of prostate brachytherapy implants and ultrasound. ISBI Zahra Karimaghaloo, Gabor Fichtinger, David G. Gobbi, Everette Clif Burdette, Robert Rohling, Purang Abolmaesumi
2008	—	`conf`	Maximum likelihood estimation of the distribution of target registration error. Image-Guided Procedures Mehdi Hedjazi Moghari, Purang Abolmaesumi
2008	—	`conf`	Prostate Cancer Probability Maps Based on Ultrasound RF Time Series and SVM Classifiers. MICCAI (1) Mehdi Moradi, Parvin Mousavi, Robert Siemens, Eric Sauerbrei, Alexander Boag, Purang Abolmaesumi
2008	—	`conf`	Quantification of Edematic Effects in Prostate Brachytherapy Interventions. MICCAI (2) Mohamed S. Hefny, Purang Abolmaesumi, Zahra Karimaghaloo, David G. Gobbi, Randy E. Ellis, Gabor Fichtinger
2008	J	`jnl`	Speckle Noise Reduction of Medical Ultrasound Images in Complex Wavelet Domain Using Mixture Priors. IEEE Trans. Biomed. Eng. Hossein Rabbani, Mansur Vafadust, Purang Abolmaesumi, Saeed Gazor
2008	J	`jnl`	Validation of a new surgical procedure for percutaneous scaphoid fixation using intra-operative ultrasound. Medical Image Anal. Maarten Beek, Purang Abolmaesumi, Suriya Luenam, Randy E. Ellis, Richard W. Sellens, David R. Pichora
2007	A*	`conf`	A Haptic-based Ultrasound Training/Examination System (HUTES). ICRA Amir M. Tahmasebi, Purang Abolmaesumi, Keyvan Hashtrudi-Zaad
2007	—	`conf`	A novel graphical user interface for ultrasound-guided shoulder arthroscopic surgery. Image-Guided Procedures Kathrin Tyryshkin, Purang Mousavi, Maarten Beek, David R. Pichora, Purang Abolmaesumi
2007	—	`conf`	Customised Cytoarchitectonic Probability Maps Using Deformable Registration: Primary Auditory Cortex. MICCAI (2) Lara Bailey, Purang Abolmaesumi, Julian Tam, Patricia Morosan, Rhodri Cusack, Katrin Amunts, Ingrid S. Johnsrude
2007	—	`conf`	Global Registration of Multiple Point Sets: Feasibility and Applications in Multi-fragment Fracture Fixation. MICCAI (2) Mehdi Hedjazi Moghari, Purang Abolmaesumi
2007	—	`conf`	On Fiducial Target Registration Error in the Presence of Anisotropic Noise. MICCAI (2) Burton Ma, Mehdi Hedjazi Moghari, Randy E. Ellis, Purang Abolmaesumi
2007	J	`jnl`	Point-Based Rigid-Body Registration Using an Unscented Kalman Filter. IEEE Trans. Medical Imaging Mehdi Hedjazi Moghari, Purang Abolmaesumi
2007	—	`conf`	Tissue Characterization Using Fractal Dimension of High Frequency Ultrasound RF Time Series. MICCAI (2) Mehdi Moradi, Parvin Mousavi, Purang Abolmaesumi
2006	—	`conf`	A High-Order Solution for the Distribution of Target Registration Error in Rigid-Body Point-Based Registration. MICCAI (2) Mehdi Hedjazi Moghari, Purang Abolmaesumi
2006	—	`conf`	A New Method for CT to Fluoroscope Registration Based on Unscented Kalman Filter. MICCAI (1) Ren Hui Gong, A. James Stewart, Purang Abolmaesumi
2006	—	`conf`	A Robust Technique for 2D-3D Registration. EMBC Ren Hui Gong, Purang Abolmaesumi, A. James Stewart
2006	—	`conf`	A novel ultrasound-guided shoulder arthroscopic surgery. Image-Guided Procedures Kathrin Tyryshkin, Purang Mousavi, Maarten Beek, T. Chen, David R. Pichora, Purang Abolmaesumi
2006	—	`conf`	Automated 3D Freehand Ultrasound Calibration with Real-Time Accuracy Control. MICCAI (1) Thomas Kuiran Chen, Purang Abolmaesumi, Adrian D. Thurston, Randy E. Ellis
2006	—	`conf`	Comparing Unscented and Extended Kalman Filter Algorithms in the Rigid-Body Point-Based Registration. EMBC Mehdi Hedjazi Moghari, Purang Abolmaesumi
2006	B	`conf`	Deformable registration using scale space keypoints. Image Processing Mehdi Moradi, Purang Abolmaesumi, Parvin Mousavi
2006	—	`conf`	Detection of Prostate Cancer from RF Ultrasound Echo Signals Using Fractal Analysis. EMBC Mehdi Moradi, Purang Abolmaesumi, Phillip A. Isotalo, Robert Siemens, Eric Sauerbrei, Parvin Mousavi
2006	—	`conf`	Identification of Anatomical Landmarks for Registration of CT and Ultrasound Images in Computer-Assisted Shoulder Arthroscopy. EMBC Kathrin Tyryshkin, Parvin Mousavi, David R. Pichora, Purang Abolmaesumi
2006	J	`jnl`	Intra-subject elastic registration of 3D ultrasound images. Medical Image Anal. Pezhman Foroughi, Purang Abolmaesumi, Keyvan Hashtrudi-Zaad
2006	—	`conf`	Percutaneous scaphoid pinning using ultrasound guidance. Image-Guided Procedures Maarten Beek, Purang Abolmaesumi, Thomas Kuiran Chen, Richard W. Sellens, David R. Pichora
2006	—	`conf`	Towards Real-time Registration of 4D Ultrasound Images. EMBC Pezhman Foroughi, Purang Abolmaesumi, Keyvan Hashtrudi-Zaad
2006	—	`conf`	Ultrasound-Guided Percutaneous Scaphoid Pinning: Operator Variability and Comparison with Traditional Fluoroscopic Procedure. MICCAI (2) Maarten Beek, Purang Abolmaesumi, Suriya Luenam, Richard W. Sellens, David R. Pichora
2005	—	`conf`	A Novel Incremental Technique for Ultrasound to CT Bone Surface Registration Using Unscented Kalman Filtering. MICCAI (2) Mehdi Hedjazi Moghari, Purang Abolmaesumi
2005	C	`conf`	A Software Implementation of a Genetic Algorithm Based Approach to Network Intrusion Detection. SNPD Ren Hui Gong, Mohammad Zulkernine, Purang Abolmaesumi
2005	—	`conf`	A mutual-information-based registration algorithm for ultrasound-guided computer-assisted orthopaedic surgery. Image-Guided Procedures Thomas Kuiran Chen, Purang Abolmaesumi
2005	J	`jnl`	An Estimation/Correction Algorithm for Detecting Bone Edges in CT Images. IEEE Trans. Medical Imaging Weiguang Yao, Purang Abolmaesumi, Michael A. Greenspan, Randy E. Ellis
2005	—	`conf`	Asymmetric Inexact Matching of Spatially-Attributed Graphs. GbRPR Yang Li, Dorothea Blostein, Purang Abolmaesumi
2005	A	`conf`	Elastic Registration of 3D Ultrasound Images. MICCAI Pezhman Foroughi, Purang Abolmaesumi
2004	—	`conf`	A haptics-based ultrasound examination training system. CARS Purang Abolmaesumi, Keyvan Hashtrudi-Zaad, D. Thompson
2004	J	`jnl`	An interacting multiple model probabilistic data association filter for cavity boundary extraction from ultrasound images. IEEE Trans. Medical Imaging Purang Abolmaesumi, Mohammad Reza Sirouspour
2004	—	`conf`	Segmentation of prostate contours from ultrasound images. ICASSP (3) Purang Abolmaesumi, Mohammad Reza Sirouspour
2004	—	`conf`	The validation of a prostate segmentation algorithm for 2D ultrasound images. CARS Purang Abolmaesumi, Mohammad Reza Sirouspour
2004	B	`conf`	Ultrasound image segmentation using an interacting multiple-model probabilistic data association filter. Image Processing Purang Abolmaesumi, Mohammad Reza Sirouspour
2002	J	`jnl`	Image-guided control of a robot for medical ultrasound. IEEE Trans. Robotics Autom. Purang Abolmaesumi, Septimiu E. Salcudean, Wen-Hong Zhu, Mohammad Reza Sirouspour, Simon Peter DiMaio
2001	A*	`conf`	A User Interface for Robot-Assisted Diagnostic Ultrasound. ICRA Purang Abolmaesumi, Septimiu E. Salcudean, Wen-Hong Zhu, Simon P. DiMaio, Mohammad Reza Sirouspour
2000	A*	`conf`	Haptic Interface Control - Design Issues and Experiments with a Planar Device. ICRA Mohammad Reza Sirouspour, Simon P. DiMaio, Septimiu E. Salcudean, Purang Abolmaesumi, Cliff B. Jones
2000	A*	`conf`	Motion/Force/Image Control of a Diagnostic Ultrasound Robot. ICRA Wen-Hong Zhu, Septimiu E. Salcudean, Simon Bachmann, Purang Abolmaesumi
2000	B	`conf`	Real-Time Extraction of Carotid Artery Contours from Ultrasound Images. CBMS Purang Abolmaesumi, Mohammad Reza Sirouspour, Septimiu E. Salcudean
1999	A	`conf`	Robot-Assisted Diagnostic Ultrasound - Design and Feasibility Experiments. MICCAI Septimiu E. Salcudean, Gordon Bell, Simon Bachmann, Wen-Hong Zhu, Purang Abolmaesumi, Peter D. Lawrence