Mohammad H. Jafari

Publication Activity (10 Years)

Years Active: 2016-2023
Publications (10 Years): 29

Top Topics

Landmark Detection

Lesion Segmentation

Convolutional Network

Top Venues

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

Medical Imaging: Image-Guided Procedures

Publications

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)
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)
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)
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)
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)
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)
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)
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)
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)
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)
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)
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)
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)
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, Mohammad H. Jafari, Sidney S. Fels, Teresa Tsang, Purang Abolmaesumi
A Study into Echocardiography View Conversion. CoRR (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)
Ebrahim Nasr-Esfahani, Shima Rafiei, Mohammad H. Jafari, Nader Karimi, James S. Wrobel, Shadrokh Samavi, S. M. Reza Soroushmehr
Dense pooling layers in fully convolutional network for skin lesion segmentation. Comput. Medical Imaging Graph. 78 (2019)
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)
Ebrahim Nasr-Esfahani, Nader Karimi, Mohammad H. Jafari, S. Mohamad R. Soroushmehr, Shadrokh Samavi, Brahmajee. K. Nallamothu, Kayvan Najarian
Segmentation of vessels in angiograms using convolutional neural networks. Biomed. Signal Process. Control. 40 (2018)
Ebrahim Nasr-Esfahani, Shima Rafiee, Mohammad H. Jafari, Nader Karimi, James S. Wrobel, S. M. Reza Soroushmehr, Shadrokh Samavi, Kayvan Najarian
Dense Fully Convolutional Network for Skin Lesion Segmentation. CoRR (2017)
Mohammad H. Jafari, Ebrahim Nasr-Esfahani, Nader Karimi, S. M. Reza Soroushmehr, Shadrokh Samavi, Kayvan Najarian
Extraction of Skin Lesions from Non-Dermoscopic Images Using Deep Learning. CoRR (2016)
Mohammad H. Jafari, Shadrokh Samavi, Nader Karimi, S. Mohamad R. Soroushmehr, Kevin Ward, Kayvan Najarian
Automatic detection of melanoma using broad extraction of features from digital images. EMBC (2016)
Mohammad H. Jafari, Nader Karimi, Ebrahim Nasr-Esfahani, Shadrokh Samavi, S. Mohamad R. Soroushmehr, Kevin R. Ward, Kayvan Najarian
Skin lesion segmentation in clinical images using deep learning. ICPR (2016)
Ebrahim Nasr-Esfahani, Shadrokh Samavi, Nader Karimi, S. Mohamad R. Soroushmehr, Mohammad H. Jafari, Kevin Ward, Kayvan Najarian
Melanoma detection by analysis of clinical images using convolutional neural network. EMBC (2016)
Ebrahim Nasr-Esfahani, Shadrokh Samavi, Nader Karimi, S. M. Reza Soroushmehr, Kevin Ward, Mohammad H. Jafari, Banafsheh Felfeliyan, Brahmajee. K. Nallamothu, Kayvan Najarian
Vessel extraction in X-ray angiograms using deep learning. EMBC (2016)
Mohammad H. Jafari, Shadrokh Samavi, S. Mohamad R. Soroushmehr, Hoda Mohaghegh, Nader Karimi, Kayvan Najarian
Set of descriptors for skin cancer diagnosis using non-dermoscopic color images. ICIP (2016)