Purang Abolmaesumi

ORCID

Publication Activity (10 Years)

Years Active: 1999-2024
Publications (10 Years): 139

Top Venues

Int. J. Comput. Assist. Radiol. Surg.

CoRR

IEEE Trans. Medical Imaging

Medical Imaging: Image-Guided Procedures

Publications

Paul F. R. Wilson, Mohamed Harmanani, Minh Nguyen Nhat To, Mahdi Gilany, Amoon Jamzad, Fahimeh Fooladgar, Brian Wodlinger, Purang Abolmaesumi, Parvin Mousavi
Toward confident prostate cancer detection using ultrasound: a multi-center study. Int. J. Comput. Assist. Radiol. Surg. 19 (5) (2024)
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
ImSpect: Image-driven self-supervised learning for surgical margin evaluation with mass spectrometry. Int. J. Comput. Assist. Radiol. Surg. 19 (6) (2024)
Mohamed Harmanani, Paul F. R. Wilson, Fahimeh Fooladgar, Amoon Jamzad, Mahdi Gilany, Minh Nguyen Nhat To, Brian Wodlinger, Purang Abolmaesumi, Parvin Mousavi
Benchmarking Image Transformers for Prostate Cancer Detection from Ultrasound Data. CoRR (2024)
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
LensePro: label noise-tolerant prototype-based network for improving cancer detection in prostate ultrasound with limited annotations. Int. J. Comput. Assist. Radiol. Surg. 19 (6) (2024)
S. Neda Ahmadi Amiri, Michael Y. Tsang, Ang Nan Gu, Teresa S. M. Tsang, Purang Abolmaesumi
Transformer-Based Spatio-Temporal Analysis for Classification of Aortic Stenosis Severity From Echocardiography Cine Series. IEEE Trans. Medical Imaging 43 (1) (2024)
Sana Ayromlou, Teresa Tsang, Purang Abolmaesumi, Xiaoxiao Li
CCSI: Continual Class-Specific Impression for Data-free Class Incremental Learning. CoRR (2024)
Sophia Mannina, Shamel Addas, Purang Abolmaesumi, Parvin Mousavi, Nooshin Maghsoodi, Sarah Nassar, David Maslove, Stephanie Sibley
Digital Nudges in Healthcare Contexts: An Information Systems Perspective. AMCIS (2024)
Mahdi Gilany, Mohamed Harmanani, Paul F. R. Wilson, Minh Nguyen Nhat To, Amoon Jamzad, Fahimeh Fooladgar, Brian Wodlinger, Purang Abolmaesumi, Parvin Mousavi
Calibrated Diverse Ensemble Entropy Minimization for Robust Test-Time Adaptation in Prostate Cancer Detection. CoRR (2024)
Sana Ayromlou, Teresa Tsang, Purang Abolmaesumi, Xiaoxiao Li
CCSI: Continual Class-Specific Impression for data-free class incremental learning. Medical Image Anal. 97 (2024)
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
Deep Learning for Detection and Localization of B-Lines in Lung Ultrasound. IEEE J. Biomed. Health Informatics 27 (9) (2023)
Fahimeh Fooladgar, Minh Nguyen Nhat To, Golara Javadi, Samira Sojoudi, Walid Eshumani, Silvia D. Chang, Peter C. Black, Parvin Mousavi, Purang Abolmaesumi
Semi-supervised learning from coarse histopathology labels. Comput. methods Biomech. Biomed. Eng. Imaging Vis. 11 (4) (2023)
Masoud Mokhtari, Mobina Mahdavi, Hooman Vaseli, Christina Luong, Purang Abolmaesumi, Teresa S. M. Tsang, Renjie Liao
EchoGLAD: Hierarchical Graph Neural Networks for Left Ventricle Landmark Detection on Echocardiograms. CoRR (2023)
Masoud Mokhtari, Neda Ahmadi, Teresa S. M. Tsang, Purang Abolmaesumi, Renjie Liao
GEMTrans: A General, Echocardiography-Based, Multi-level Transformer Framework for Cardiovascular Diagnosis. MLMI@MICCAI (2) (2023)
Masoud Mokhtari, Mobina Mahdavi, Hooman Vaseli, Christina Luong, Purang Abolmaesumi, Teresa S. M. Tsang, Renjie Liao
EchoGLAD: Hierarchical Graph Neural Networks for Left Ventricle Landmark Detection on Echocardiograms. MICCAI (4) (2023)
Fahimeh Fooladgar, Minh Nguyen Nhat To, Parvin Mousavi, Purang Abolmaesumi
Manifold DivideMix: A Semi-Supervised Contrastive Learning Framework for Severe Label Noise. CoRR (2023)
Hooman Vaseli, Ang Nan Gu, S. Neda Ahmadi Amiri, Michael Y. Tsang, Andrea Fung, Nima Kondori, Armin Saadat, Purang Abolmaesumi, Teresa S. M. Tsang
ProtoASNet: Dynamic Prototypes for Inherently Interpretable and Uncertainty-Aware Aortic Stenosis Classification in Echocardiography. MICCAI (6) (2023)
Mahdi Gilany, Paul F. R. Wilson, Andrea Perera-Ortega, Amoon Jamzad, Minh Nguyen Nhat To, Fahimeh Fooladgar, Brian Wodlinger, Purang Abolmaesumi, Parvin Mousavi
TRUSformer: improving prostate cancer detection from micro-ultrasound using attention and self-supervision. Int. J. Comput. Assist. Radiol. Surg. 18 (7) (2023)
Mahdi Gilany, Paul Wilson, Andrea Perera-Ortega, Amoon Jamzad, Minh Nguyen Nhat To, Fahimeh Fooladgar, Brian Wodlinger, Purang Abolmaesumi, Parvin Mousavi
TRUSformer: Improving Prostate Cancer Detection from Micro-Ultrasound Using Attention and Self-Supervision. CoRR (2023)
Hooman Vaseli, Ang Nan Gu, S. Neda Ahmadi Amiri, Michael Y. Tsang, Andrea Fung, Nima Kondori, Armin Saadat, Purang Abolmaesumi, Teresa S. M. Tsang
ProtoASNet: Dynamic Prototypes for Inherently Interpretable and Uncertainty-Aware Aortic Stenosis Classification in Echocardiography. CoRR (2023)
Masoud Mokhtari, Neda Ahmadi, Teresa S. M. Tsang, Purang Abolmaesumi, Renjie Liao
GEMTrans: A General, Echocardiography-based, Multi-Level Transformer Framework for Cardiovascular Diagnosis. CoRR (2023)
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
Multi-task deep learning for segmentation and landmark detection in obstetric sonography. Medical Imaging: Image-Guided Procedures (2022)
Jamie Alexis D. Goco, Mohammad H. Jafari, Christina Luong, Teresa Tsang, Purang Abolmaesumi
An efficient deep landmark detection network for PLAX EF estimation using sparse annotations. Medical Imaging: Image-Guided Procedures (2022)
Mahdi Gilany, Paul F. R. Wilson, Amoon Jamzad, Fahimeh Fooladgar, Minh Nguyen Nhat To, Brian Wodlinger, Purang Abolmaesumi, Parvin Mousavi
Towards Confident Detection of Prostate Cancer Using High Resolution Micro-ultrasound. MICCAI (4) (2022)
Golara Javadi, Samareh Samadi, Sharareh Bayat, Samira Sojoudi, Antonio Hurtado, Walid Eshumani, Silvia D. Chang, Peter C. Black, Parvin Mousavi, Purang Abolmaesumi
Training deep neural networks with noisy clinical labels: toward accurate detection of prostate cancer in US data. Int. J. Comput. Assist. Radiol. Surg. 17 (9) (2022)
Masoud Mokhtari, Teresa Tsang, Purang Abolmaesumi, Renjie Liao
EchoGNN: Explainable Ejection Fraction Estimation with Graph Neural Networks. CoRR (2022)
Mohammad Mahdi Kazemi Esfeh, Zahra Gholami, Christina Luong, Teresa Tsang, Purang Abolmaesumi
DEUE: Delta Ensemble Uncertainty Estimation for a More Robust Estimation of Ejection Fraction. MICCAI (8) (2022)
Mobina Mahdavi, Hooman Vaseli, Christina Luong, Nathan Van Woudenberg, Mohammad H. Jafari, Purang Abolmaesumi, Teresa Tsang
Differential Learning from Sparse and Noisy Labels for Robust Detection of Clinical Landmarks in Echo Cine Series. ASMUS@MICCAI (2022)
Sana Ayromlou, Purang Abolmaesumi, Teresa Tsang, Xiaoxiao Li
Class Impression for Data-Free Incremental Learning. MICCAI (4) (2022)
Masoud Mokhtari, Teresa Tsang, Purang Abolmaesumi, Renjie Liao
EchoGNN: Explainable Ejection Fraction Estimation with Graph Neural Networks. MICCAI (4) (2022)
Sana Ayromlou, Purang Abolmaesumi, Teresa Tsang, Xiaoxiao Li
Class Impression for Data-free Incremental Learning. CoRR (2022)
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
Uncertainty estimation for margin detection in cancer surgery using mass spectrometry. Int. J. Comput. Assist. Radiol. Surg. 17 (12) (2022)
Mohammad H. Jafari, Christina Luong, Michael Tsang, Ang Nan Gu, Nathan Van Woudenberg, Robert Rohling, Teresa Tsang, Purang Abolmaesumi
U-LanD: Uncertainty-Driven Video Landmark Detection. IEEE Trans. Medical Imaging 41 (4) (2022)
Paul F. R. Wilson, Mahdi Gilany, Amoon Jamzad, Fahimeh Fooladgar, Minh Nguyen Nhat To, Brian Wodlinger, Purang Abolmaesumi, Parvin Mousavi
Self-Supervised Learning with Limited Labeled Data for Prostate Cancer Detection in High Frequency Ultrasound. CoRR (2022)
Mahdi Gilany, Paul F. R. Wilson, Amoon Jamzad, Fahimeh Fooladgar, Minh Nguyen Nhat To, Brian Wodlinger, Purang Abolmaesumi, Parvin Mousavi
Towards Confident Detection of Prostate Cancer using High Resolution Micro-ultrasound. CoRR (2022)
Minh Nguyen Nhat To, Fahimeh Fooladgar, Golara Javadi, Sharareh Bayat, Samira Sojoudi, Antonio Hurtado, Silvia D. Chang, Peter C. Black, Parvin Mousavi, Purang Abolmaesumi
Coarse label refinement for improving prostate cancer detection in ultrasound imaging. Int. J. Comput. Assist. Radiol. Surg. 17 (5) (2022)
Xinyu Kang, Mohammad H. Jafari, Mohammad Mahdi Kazemi Esfeh, Christina Luong, Teresa Tsang, Purang Abolmaesumi
A light-weight deep video network: towards robust assessment of ejection fraction on mobile devices. Medical Imaging: Image-Guided Procedures (2022)
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
Towards targeted ultrasound-guided prostate biopsy by incorporating model and label uncertainty in cancer detection. Int. J. Comput. Assist. Radiol. Surg. 17 (1) (2022)
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
Uncertainty-Aware Deep Ensemble Model For Targeted Ultrasound-Guided Prostate Biopsy. ISBI (2022)
Jianzhe Lin, Ghazal Sahebzamani, Christina Luong, Fatemeh Taheri Dezaki, Mohammad Jafari, Purang Abolmaesumi, Teresa Tsang
Reciprocal Landmark Detection and Tracking With Extremely Few Annotations. CVPR (2021)
Brian Chen, Golara Javadi, Amoon Jamzad, Alexander Hamilton, Stephanie Sibley, Purang Abolmaesumi, David Maslove, Parvin Mousavi
Detecting Atrial Fibrillation in ICU Telemetry data with Weak Labels. MLHC (2021)
Fatemeh Taheri Dezaki, Tom Ginsberg, Christina Luong, Hooman Vaseli, Robert Rohling, Ken Gin, Purang Abolmaesumi, Teresa Tsang
Echo-Rhythm Net: Semi-Supervised Learning For Automatic Detection of Atrial Fibrillation in Echocardiography. ISBI (2021)
Golara Javadi, Samareh Samadi, Sharareh Bayat, Samira Sojoudi, Antonio Hurtado, Silvia D. Chang, Peter C. Black, Parvin Mousavi, Purang Abolmaesumi
Characterizing The Uncertainty Of Label Noise In Systematic Ultrasound-Guided Prostate Biopsy. ISBI (2021)
Ang Nan Gu, Christina Luong, Mohammad H. Jafari, Nathan Van Woudenberg, Hany Girgis, Purang Abolmaesumi, Teresa Tsang
Efficient Echocardiogram View Classification with Sampling-Free Uncertainty Estimation. ASMUS@MICCAI (2021)
Tom Ginsberg, Ro-ee Tal, Michael Tsang, Calum Macdonald, Fatemeh Taheri Dezaki, John van der Kuur, Christina Luong, Purang Abolmaesumi, Teresa Tsang
Deep Video Networks for Automatic Assessment of Aortic Stenosis in Echocardiography. ASMUS@MICCAI (2021)
Mohammad H. Jafari, Nathan Van Woudenberg, Christina Luong, Purang Abolmaesumi, Teresa Tsang
Deep Bayesian Image Segmentation For A More Robust Ejection Fraction Estimation. ISBI (2021)
Gabor Fichtinger, Parvin Mousavi, Tamas Ungi, Aaron Fenster, Purang Abolmaesumi, Gernot Kronreif, Juan Ruiz-Alzola, Alain Ndoye, Babacar Diao, Ron Kikinis
Design of an Ultrasound-Navigated Prostate Cancer Biopsy System for Nationwide Implementation in Senegal. J. Imaging 7 (8) (2021)
Fatemeh Taheri Dezaki, Christina Luong, Tom Ginsberg, Robert Rohling, Ken Gin, Purang Abolmaesumi, Teresa Tsang
Echo-SyncNet: Self-Supervised Cardiac View Synchronization in Echocardiography. IEEE Trans. Medical Imaging 40 (8) (2021)
Anne L. Martel, Danail Stoyanov, Diana Mateus, Leo Joskowicz, Purang Abolmaesumi
IJCARS: MICCAI 2020 special issue. Int. J. Comput. Assist. Radiol. Surg. 16 (10) (2021)
Alireza Mehrtash, Tina Kapur, Clare M. Tempany, Purang Abolmaesumi, William M. Wells III
Prostate Cancer Diagnosis With Sparse Biopsy Data And In Presence Of Location Uncertainty. ISBI (2021)
Tyler Lum, Mobina Mahdavi, Oron Frenkel, Christopher Lee, Mohammad H. Jafari, Fatemeh Taheri Dezaki, Nathan Van Woudenberg, Ang Nan Gu, Purang Abolmaesumi, Teresa Tsang
Imaging Biomarker Knowledge Transfer for Attention-Based Diagnosis of COVID-19 in Lung Ultrasound Videos. ASMUS@MICCAI (2021)
Golara Javadi, Samareh Samadi, Sharareh Bayat, Samira Sojoudi, Antonio Hurtado, Silvia D. Chang, Peter C. Black, Parvin Mousavi, Purang Abolmaesumi
Training Deep Networks for Prostate Cancer Diagnosis Using Coarse Histopathological Labels. MICCAI (8) (2021)
Jianzhe Lin, Ghazal Sahebzamani, Christina Luong, Fatemeh Taheri Dezaki, Mohammad H. Jafari, Purang Abolmaesumi, Teresa Tsang
Reciprocal Landmark Detection and Tracking with Extremely Few Annotations. CoRR (2021)
Ang Nan Gu, Mohammad H. Jafari, Christina Luong, Teresa Tsang, Purang Abolmaesumi
Echocardiogram View Conversion using Clinically Constrained Conditional GAN. ISBI (2021)
Fatemeh Taheri Dezaki, Christina Luong, Tom Ginsberg, Robert Rohling, Ken Gin, Purang Abolmaesumi, Teresa Tsang
Echo-SyncNet: Self-supervised Cardiac View Synchronization in Echocardiography. CoRR (2021)
Mohammad H. Jafari, Christina Luong, Michael Tsang, Ang Nan Gu, Nathan Van Woudenberg, Robert Rohling, Teresa Tsang, Purang Abolmaesumi
U-LanD: Uncertainty-Driven Video Landmark Detection. CoRR (2021)
Alireza Mehrtash, Purang Abolmaesumi, Polina Golland, Tina Kapur, Demian Wassermann, William M. Wells III
PEP: Parameter Ensembling by Perturbation. CoRR (2020)
Justin Gerolami, Victoria Wu, Paolo Nasute Fauerbach, Doris Jabs, C. Jay Engel, John F. Rudan, Shaila Merchant, Ross Walker, Emran Mohammad Abu Anas, Purang Abolmaesumi, Gabor Fichtinger, Tamas Ungi, Parvin Mousavi
An End-to-End Solution for Automatic Contouring of Tumor Region in Intraoperative Images of Breast Lumpectomy. EMBC (2020)
Mohammad Mahdi Kazemi Esfeh, Christina Luong, Delaram Behnami, Teresa Tsang, Purang Abolmaesumi
A Deep Bayesian Video Analysis Framework: Towards a More Robust Estimation of Ejection Fraction. MICCAI (2) (2020)
Delaram Behnami, Christina Luong, Hooman Vaseli, Hany Girgis, Amir H. Abdi, Dale Hawley, Ken Gin, Robert Rohling, Purang Abolmaesumi, Teresa Tsang
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. 8 (5) (2020)
Golara Javadi, Minh Nguyen Nhat To, Samareh Samadi, Sharareh Bayat, Samira Sojoudi, Antonio Hurtado, Silvia D. Chang, Peter C. Black, Parvin Mousavi, Purang Abolmaesumi
Complex Cancer Detector: Complex Neural Networks on Non-stationary Time Series for Guiding Systematic Prostate Biopsy. MICCAI (3) (2020)
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
Improving detection of prostate cancer foci via information fusion of MRI and temporal enhanced ultrasound. Int. J. Comput. Assist. Radiol. Surg. 15 (7) (2020)
Mohammad H. Jafari, Hany Girgis, Nathan Van Woudenberg, Nathaniel Moulson, Christina Luong, Andrea Fung, Shane Balthazaar, John Jue, Michael Tsang, Parvathy Nair, Ken Gin, Robert Rohling, Purang Abolmaesumi, Teresa Tsang
Cardiac point-of-care to cart-based ultrasound translation using constrained CycleGAN. Int. J. Comput. Assist. Radiol. Surg. 15 (5) (2020)
Alireza Mehrtash, William M. Wells III, Clare M. Tempany, Purang Abolmaesumi, Tina Kapur
Confidence Calibration and Predictive Uncertainty Estimation for Deep Medical Image Segmentation. IEEE Trans. Medical Imaging 39 (12) (2020)
Zhibin Liao, Hany Girgis, Amir H. Abdi, Hooman Vaseli, Jorden Hetherington, Robert Rohling, Ken Gin, Teresa Tsang, Purang Abolmaesumi
On Modelling Label Uncertainty in Deep Neural Networks: Automatic Estimation of Intra- Observer Variability in 2D Echocardiography Quality Assessment. IEEE Trans. Medical Imaging 39 (6) (2020)
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
Multiple instance learning combined with label invariant synthetic data for guiding systematic prostate biopsy: a feasibility study. Int. J. Comput. Assist. Radiol. Surg. 15 (6) (2020)
Alireza Mehrtash, Purang Abolmaesumi, Polina Golland, Tina Kapur, Demian Wassermann, William Wells
PEP: Parameter Ensembling by Perturbation. NeurIPS (2020)
Justin Gerolami, Amoon Jamzad, Sijia Li, Sharareh Bayat, Purang Abolmaesumi, Parvin Mousavi
Soft Tissue Characterization with Temporal Enhanced Ultrasound through Periodic Manipulation of Point Spread Function: A Feasibility Study. EMBC (2020)
Mohammad H. Jafari, Hany Girgis, Amir H. Abdi, Zhibin Liao, Mehran Pesteie, Robert Rohling, Ken Gin, Terasa Tsang, Purang Abolmaesumi
Semi-Supervised Learning For Cardiac Left Ventricle Segmentation Using Conditional Deep Generative Models as Prior. ISBI (2019)
Zhibin Liao, Mohammad H. Jafari, Hany Girgis, Kenneth Gin, Robert Rohling, Purang Abolmaesumi, Teresa Tsang
Echocardiography View Classification Using Quality Transfer Star Generative Adversarial Networks. MICCAI (2) (2019)
Delaram Behnami, Zhibin Liao, Hany Girgis, Christina Luong, Robert Rohling, Ken Gin, Teresa Tsang, Purang Abolmaesumi
Dual-View Joint Estimation of Left Ventricular Ejection Fraction with Uncertainty Modelling in Echocardiograms. MICCAI (2) (2019)
Amir H. Abdi, Purang Abolmaesumi, Sidney S. Fels
Variational Learning with Disentanglement-PyTorch. CoRR (2019)
Davood Karimi, Qi Zeng, Prateek Mathur, Apeksha Avinash, Sara Mahdavi, Ingrid Spadinger, Purang Abolmaesumi, Septimiu E. Salcudean
Accurate and robust deep learning-based segmentation of the prostate clinical target volume in ultrasound images. Medical Image Anal. 57 (2019)
Amir H. Abdi, Teresa Tsang, Purang Abolmaesumi
GAN-enhanced Conditional Echocardiogram Generation. CoRR (2019)
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
Automatic Needle Segmentation and Localization in MRI With 3-D Convolutional Neural Networks: Application to MRI-Targeted Prostate Biopsy. IEEE Trans. Medical Imaging 38 (4) (2019)
Amir H. Abdi, Mehran Pesteie, Eitan Prisman, Purang Abolmaesumi, Sidney S. Fels
Variational Shape Completion for Virtual Planning of Jaw Reconstructive Surgery. MICCAI (5) (2019)
Mohammad H. Jafari, Zhibin Liao, Hany Girgis, Mehran Pesteie, Robert Rohling, Ken Gin, Terasa Tsang, Purang Abolmaesumi
Echocardiography Segmentation by Quality Translation Using Anatomically Constrained CycleGAN. MICCAI (5) (2019)
Amir H. Abdi, Heather Borgard, Purang Abolmaesumi, Sidney S. Fels
AnatomyGen: Deep Anatomy Generation From Dense Representation With Applications in Mandible Synthesis. MIDL (2019)
Amir H. Abdi, Mohammad H. Jafari, Sidney S. Fels, Teresa Tsang, Purang Abolmaesumi
A Study into Echocardiography View Conversion. CoRR (2019)
Sijia Li, Jack A. Barnes, Purang Abolmaesumi, Hans-Peter Loock, Parvin Mousavi
Temporal enhanced ultrasound and shear wave elastography for tissue classification in cancer interventions: an experimental evaluation. Medical Imaging: Image-Guided Procedures (2019)
Mohammad H. Jafari, Hany Girgis, Nathan Van Woudenberg, Zhibin Liao, Robert Rohling, Ken Gin, Purang Abolmaesumi, Terasa Tsang
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. 14 (6) (2019)
Sabrina Rashid, Guy Nir, Ladan Fazli, Alexander H. Boag, D. Robert Siemens, S. Larry Goldenberg, Purang Abolmaesumi, Septimiu E. Salcudean
Automatic pathology of prostate cancer in whole mount slides incorporating individual gland classification. Comput. methods Biomech. Biomed. Eng. Imaging Vis. 7 (3) (2019)
Mehran Pesteie, Purang Abolmaesumi, Robert N. Rohling
Adaptive Augmentation of Medical Data Using Independently Conditional Variational Auto-Encoders. IEEE Trans. Medical Imaging 38 (12) (2019)
Amir H. Abdi, Mehran Pesteie, Eitan Prisman, Purang Abolmaesumi, Sidney S. Fels
Variational Mandible Shape Completion for Virtual Surgical Planning. CoRR (2019)
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
Deep neural maps for unsupervised visualization of high-grade cancer in prostate biopsies. Int. J. Comput. Assist. Radiol. Surg. 14 (6) (2019)
Tom van Sonsbeek, Pardiss Danaei, Delaram Behnami, Mohammad Hossein Jafari, Parisa Asgharzadeh, Robert Rohling, Purang Abolmaesumi
End-To-End Vertebra Localization and Level Detection in Weakly Labelled 3D Spinal Mr using Cascaded Neural Networks. ISBI (2019)
Zhibin Liao, Hany Girgis, Amir H. Abdi, Hooman Vaseli, Jorden Hetherington, Robert Rohling, Ken Gin, Teresa Tsang, Purang Abolmaesumi
On Modelling Label Uncertainty in Deep Neural Networks: Automatic Estimation of Intra-observer Variability in 2D Echocardiography Quality Assessment. CoRR (2019)
Amir H. Abdi, Purang Abolmaesumi, Sidney S. Fels
A Preliminary Study of Disentanglement With Insights on the Inadequacy of Metrics. CoRR (2019)
Simon Honigmann, Yi Cheng Zhu, Rohit Singla, Purang Abolmaesumi, Anthony Chau, Robert Rohling
EpiGuide 2D: visibility assessment of a novel multi-channel out-of-plane needle guide for 2D point of care ultrasound. Medical Imaging: Image-Guided Procedures (2019)
Alireza Mehrtash, William M. Wells III, Clare M. Tempany, Purang Abolmaesumi, Tina Kapur
Confidence Calibration and Predictive Uncertainty Estimation for Deep Medical Image Segmentation. CoRR (2019)
Fatemeh Taheri Dezaki, Hany Girgis, Robert Rohling, Ken Gin, Purang Abolmaesumi, Teresa Tsang
Frame Rate Up-Conversion in Echocardiography Using a Conditioned Variational Autoencoder and Generative Adversarial Model. MICCAI (2) (2019)
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
Designing lightweight deep learning models for echocardiography view classification. Medical Imaging: Image-Guided Procedures (2019)
Fatemeh Taheri Dezaki, Zhibin Liao, Christina Luong, Hany Girgis, Neeraj Dhungel, Amir H. Abdi, Delaram Behnami, Ken Gin, Robert Rohling, Purang Abolmaesumi, Teresa Tsang
Cardiac Phase Detection in Echocardiograms With Densely Gated Recurrent Neural Networks and Global Extrema Loss. IEEE Trans. Medical Imaging 38 (8) (2019)
Igor Peterlík, Hadrien Courtecuisse, Robert Rohling, Purang Abolmaesumi, Christopher Y. Nguan, Stéphane Cotin, Septimiu Salcudean
Fast elastic registration of soft tissues under large deformations. Medical Image Anal. 45 (2018)
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
Learning from Noisy Label Statistics: Detecting High Grade Prostate Cancer in Ultrasound Guided Biopsy. MICCAI (4) (2018)
Mohammad H. Jafari, Hany Girgis, Zhibin Liao, Delaram Behnami, Amir H. Abdi, Hooman Vaseli, Christina Luong, Robert Rohling, Ken Gin, Teresa Tsang, Purang Abolmaesumi
A Unified Framework Integrating Recurrent Fully-Convolutional Networks and Optical Flow for Segmentation of the Left Ventricle in Echocardiography Data. DLMIA/ML-CDS@MICCAI (2018)
Mehran Pesteie, Purang Abolmaesumi, Robert Rohling
Deep Neural Maps. CoRR (2018)
Davood Karimi, Qi Zeng, Prateek Mathur, Apeksha Avinash, Sara Mahdavi, Ingrid Spadinger, Purang Abolmaesumi, Septimiu Salcudean
Accurate and Robust Segmentation of the Clinical Target Volume for Prostate Brachytherapy. MICCAI (4) (2018)
Emran Mohammad Abu Anas, Parvin Mousavi, Purang Abolmaesumi
A deep learning approach for real time prostate segmentation in freehand ultrasound guided biopsy. Medical Image Anal. 48 (2018)
Mehran Pesteie, Purang Abolmaesumi, Robert Rohling
Deep Neural Maps. ICLR (Workshop) (2018)
Mehran Pesteie, Victoria A. Lessoway, Purang Abolmaesumi, Robert N. Rohling
Automatic Localization of the Needle Target for Ultrasound-Guided Epidural Injections. IEEE Trans. Medical Imaging 37 (1) (2018)

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Publication Activity (10 Years)

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Purang Abolmaesumi