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ORCIDMohammad 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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