Mohammad H. Jafari

According to our database, Mohammad H. Jafari authored at least 29 papers between 2016 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2023

Deep Learning for Detection and Localization of B-Lines in Lung Ultrasound.

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

IEEE J. Biomed. Health Informatics, September, 2023

2022

U-LanD: Uncertainty-Driven Video Landmark Detection.

Mohammad H. Jafari, Christina Luong, Michael Y. Tsang, Ang Nan Gu, Nathan Van Woudenberg, Robert Rohling, Teresa Tsang, Purang Abolmaesumi

IEEE Trans. Medical Imaging, 2022

A light-weight deep video network: towards robust assessment of ejection fraction on mobile devices.

Xinyu Kang, Mohammad H. Jafari, Mohammad Mahdi Kazemi Esfeh, Christina Luong, Teresa Tsang, Purang Abolmaesumi

Proceedings of the Medical Imaging 2022: Image-Guided Procedures, 2022

An efficient deep landmark detection network for PLAX EF estimation using sparse annotations.

Jamie Alexis D. Goco, Mohammad H. Jafari, Christina Luong, Teresa Tsang, Purang Abolmaesumi

Proceedings of the Medical Imaging 2022: Image-Guided Procedures, 2022

Multi-task deep learning for segmentation and landmark detection in obstetric sonography.

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

Proceedings of the Medical Imaging 2022: Image-Guided Procedures, 2022

Differential Learning from Sparse and Noisy Labels for Robust Detection of Clinical Landmarks in Echo Cine Series.

Mobina Mahdavi, Hooman Vaseli, Christina Luong, Nathan Van Woudenberg, Mohammad H. Jafari, Purang Abolmaesumi, Teresa Tsang

Proceedings of the Simplifying Medical Ultrasound - Third International Workshop, 2022

2021

Imaging Biomarker Knowledge Transfer for Attention-Based Diagnosis of COVID-19 in Lung Ultrasound Videos.

Tyler Lum, Mobina Mahdavi, Oron Frenkel, Christopher Lee, Mohammad H. Jafari, Fatemeh Taheri Dezaki, Nathan Van Woudenberg, Ang Nan Gu, Purang Abolmaesumi, Teresa Tsang

Proceedings of the Simplifying Medical Ultrasound - Second International Workshop, 2021

Efficient Echocardiogram View Classification with Sampling-Free Uncertainty Estimation.

Ang Nan Gu, Christina Luong, Mohammad H. Jafari, Nathan Van Woudenberg, Hany Girgis, Purang Abolmaesumi, Teresa Tsang

Proceedings of the Simplifying Medical Ultrasound - Second International Workshop, 2021

Echocardiogram View Conversion using Clinically Constrained Conditional GAN.

Ang Nan Gu, Mohammad H. Jafari, Christina Luong, Teresa Tsang, Purang Abolmaesumi

Proceedings of the 18th IEEE International Symposium on Biomedical Imaging, 2021

Deep Bayesian Image Segmentation For A More Robust Ejection Fraction Estimation.

Mohammad H. Jafari, Nathan Van Woudenberg, Christina Luong, Purang Abolmaesumi, Teresa Tsang

Proceedings of the 18th IEEE International Symposium on Biomedical Imaging, 2021

Reciprocal Landmark Detection and Tracking With Extremely Few Annotations.

Jianzhe Lin, Ghazal Sahebzamani, Christina Luong, Fatemeh Taheri Dezaki, Mohammad H. Jafari, Purang Abolmaesumi, Teresa Tsang

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021

2020

Multiple instance learning combined with label invariant synthetic data for guiding systematic prostate biopsy: a feasibility study.

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

Int. J. Comput. Assist. Radiol. Surg., 2020

Cardiac point-of-care to cart-based ultrasound translation using constrained CycleGAN.

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

Int. J. Comput. Assist. Radiol. Surg., 2020

2019

A Study into Echocardiography View Conversion.

Amir H. Abdi, Mohammad H. Jafari, Sidney S. Fels, Teresa Tsang, Purang Abolmaesumi

CoRR, 2019

Dense pooling layers in fully convolutional network for skin lesion segmentation.

Ebrahim Nasr-Esfahani, Shima Rafiei, Mohammad H. Jafari, Nader Karimi, James S. Wrobel, Shadrokh Samavi, S. M. Reza Soroushmehr

Comput. Medical Imaging Graph., 2019

Automatic biplane left ventricular ejection fraction estimation with mobile point-of-care ultrasound using multi-task learning and adversarial training.

Mohammad H. Jafari, Hany Girgis, Nathan Van Woudenberg, Zhibin Liao, Robert Rohling, Ken Gin, Purang Abolmaesumi, Terasa Tsang

Int. J. Comput. Assist. Radiol. Surg., 2019

Echocardiography View Classification Using Quality Transfer Star Generative Adversarial Networks.

Zhibin Liao, Mohammad H. Jafari, Hany Girgis, Kenneth Gin, Robert Rohling, Purang Abolmaesumi, Teresa Tsang

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2019, 2019

Echocardiography Segmentation by Quality Translation Using Anatomically Constrained CycleGAN.

Mohammad H. Jafari, Zhibin Liao, Hany Girgis, Mehran Pesteie, Robert Rohling, Ken Gin, Terasa Tsang, Purang Abolmaesumi

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2019, 2019

End-To-End Vertebra Localization and Level Detection in Weakly Labelled 3D Spinal Mr using Cascaded Neural Networks.

Tom van Sonsbeek, Pardiss Danaei, Delaram Behnami, Mohammad Hossein Jafari, Parisa Asgharzadeh, Robert Rohling, Purang Abolmaesumi

Proceedings of the 16th IEEE International Symposium on Biomedical Imaging, 2019

Semi-Supervised Learning For Cardiac Left Ventricle Segmentation Using Conditional Deep Generative Models as Prior.

Mohammad H. Jafari, Hany Girgis, Amir H. Abdi, Zhibin Liao, Mehran Pesteie, Robert Rohling, Ken Gin, Terasa Tsang, Purang Abolmaesumi

Proceedings of the 16th IEEE International Symposium on Biomedical Imaging, 2019

2018

Segmentation of vessels in angiograms using convolutional neural networks.

Ebrahim Nasr-Esfahani, Nader Karimi, Mohammad H. Jafari, S. Mohamad R. Soroushmehr, Shadrokh Samavi, Brahmajee K. Nallamothu, Kayvan Najarian

Biomed. Signal Process. Control., 2018

A Unified Framework Integrating Recurrent Fully-Convolutional Networks and Optical Flow for Segmentation of the Left Ventricle in Echocardiography Data.

Mohammad H. Jafari, Hany Girgis, Zhibin Liao, Delaram Behnami, Amir H. Abdi, Hooman Vaseli, Christina Luong, Robert Rohling, Ken Gin, Teresa Tsang, Purang Abolmaesumi

Proceedings of the Deep Learning in Medical Image Analysis - and - Multimodal Learning for Clinical Decision Support, 2018

2017

Dense Fully Convolutional Network for Skin Lesion Segmentation.

Ebrahim Nasr-Esfahani, Shima Rafiee, Mohammad H. Jafari, Nader Karimi, James S. Wrobel, S. M. Reza Soroushmehr, Shadrokh Samavi, Kayvan Najarian

CoRR, 2017

2016

Extraction of Skin Lesions from Non-Dermoscopic Images Using Deep Learning.

Mohammad H. Jafari, Ebrahim Nasr-Esfahani, Nader Karimi, S. M. Reza Soroushmehr, Shadrokh Samavi, Kayvan Najarian

CoRR, 2016

Skin lesion segmentation in clinical images using deep learning.

Mohammad H. Jafari, Nader Karimi, Ebrahim Nasr-Esfahani, Shadrokh Samavi, S. Mohamad R. Soroushmehr, Kevin R. Ward, Kayvan Najarian

Proceedings of the 23rd International Conference on Pattern Recognition, 2016

Set of descriptors for skin cancer diagnosis using non-dermoscopic color images.

Mohammad H. Jafari, Shadrokh Samavi, S. Mohamad R. Soroushmehr, Hoda Mohaghegh, Nader Karimi, Kayvan Najarian

Proceedings of the 2016 IEEE International Conference on Image Processing, 2016

Melanoma detection by analysis of clinical images using convolutional neural network.

Ebrahim Nasr-Esfahani, Shadrokh Samavi, Nader Karimi, S. Mohamad R. Soroushmehr, Mohammad H. Jafari, Kevin Ward, Kayvan Najarian

Proceedings of the 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2016

Vessel extraction in X-ray angiograms using deep learning.

Ebrahim Nasr-Esfahani, Shadrokh Samavi, Nader Karimi, S. M. Reza Soroushmehr, Kevin Ward, Mohammad H. Jafari, Banafsheh Felfeliyan, Brahmajee K. Nallamothu, Kayvan Najarian

Proceedings of the 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2016

Automatic detection of melanoma using broad extraction of features from digital images.

Mohammad H. Jafari, Shadrokh Samavi, Nader Karimi, S. Mohamad R. Soroushmehr, Kevin Ward, Kayvan Najarian

Proceedings of the 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2016