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Mohammad H. Jafari 0001
Person information
- affiliation: University of British Columbia, Vancouver, BC, Canada
- affiliation: Isfahan University of Technology, Isfahan, Iran
Other persons with the same name
- Mohammad H. Jafari 0002 (aka: Mohammad Hossein Jafari 0002) — RWTH Aachen University, Germany (and 1 more)
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2020 – today
- 2023
- [j7]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): 4352-4361 (2023) - 2022
- [j6]Mohammad H. Jafari
, Christina Luong
, Michael Y. 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): 793-804 (2022) - [c19]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: 44-53 - [c18]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 - [c17]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 - [c16]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 - 2021
- [c15]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. CVPR 2021: 15170-15179 - [c14]Ang Nan Gu, Mohammad H. Jafari, Christina Luong, Teresa Tsang
, Purang Abolmaesumi:
Echocardiogram View Conversion using Clinically Constrained Conditional GAN. ISBI 2021: 96-99 - [c13]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: 1264-1268 - [c12]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: 139-148 - [c11]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: 159-168 - [i5]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 abs/2101.11224 (2021) - [i4]Mohammad H. Jafari, Christina Luong, Michael Y. Tsang, Ang Nan Gu, Nathan Van Woudenberg, Robert Rohling, Teresa Tsang, Purang Abolmaesumi:
U-LanD: Uncertainty-Driven Video Landmark Detection. CoRR abs/2102.01586 (2021) - 2020
- [j5]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
:
Cardiac point-of-care to cart-based ultrasound translation using constrained CycleGAN. Int. J. Comput. Assist. Radiol. Surg. 15(5): 877-886 (2020) - [j4]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): 1023-1031 (2020)
2010 – 2019
- 2019
- [j3]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): 1027-1037 (2019) - [j2]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) - [c10]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: 649-652 - [c9]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: 1178-1182 - [c8]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: 655-663 - [c7]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: 687-695 - [i3]Amir H. Abdi, Mohammad H. Jafari, Sidney S. Fels, Teresa Tsang, Purang Abolmaesumi:
A Study into Echocardiography View Conversion. CoRR abs/1912.03120 (2019) - 2018
- [j1]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: 240-251 (2018) - [c6]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: 29-37 - 2017
- [i2]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 abs/1712.10207 (2017) - 2016
- [c5]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: 643-646 - [c4]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: 1357-1360 - [c3]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: 1373-1376 - [c2]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: 2638-2642 - [c1]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: 337-342 - [i1]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 abs/1609.02374 (2016)
Coauthor Index
aka: Terasa Tsang
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