About Me
This is Mohammad Jafari.
Currently, I work as Technical Director of Artificial
Intelligence at Aspect
Biosystems, a Canadian company that’s pioneering 3D
bioprinting and tissue engineering, researching AI accelerated
therapeutics. I graduated with my PhD from the University of
British Columbia (UBC), Vancouver, where I worked under the
supervision of Profs. Purang
Abolmaesumi, Robert
Rohling, and Teresa
Tsang, researching robust machine learning methods for
healthcare data analysis. After PhD, I worked at Harvard
Medical School as a machine learning scientist, working under
supervision of Profs. Tina
Kapur, Sandy
Wells, and Ofer
Pasternak at Harvard's Laboratory of
Mathematics in Imaging, researching design and
development of robust deep learning models for multi-modal
image and video analysis and healthcare data mining. I
finished my MSc and BSc in software engineering at IUT, where
I worked under supervision of Prof. Shadrokh Samavi in
collaboration with Prof. Kayvan
Najarian at University of Michigan, Ann Arbor,
developing machine learning algorithms for computer-assisted
diagnosis of skin cancer.
Google Scholar
LinkedIn 
ResearchGate
Semantic Scholar 
DBPL
My Latest CV
Contact me:
mohammadj@ece.ubc.ca
mh.jafari.71@gmail.com
Research Interests
I am passionate about
machine learning, computer vision, and data science. My
research keywords are listed below.
Technical research
keywords: Computer Vision, Deep Learning,
Semi-supervised Learning, Self-supervised Learning,
Spatio-temporal Deep Models, Adversarial Training, Image
Quality Improvement, Generative Adversarial Networks,
Prediction Uncertainty, Bayesian Neural Networks, Data
Mining, and Knowledge Discovery.
Clinical research keywords: AI Accelerated Therapeutics, 3D Bio Printing, Tissue and Cell Engineering, Cardiac Disease Diagnosis, Ventricle Segmentation and Tracking, Ejection Fraction Estimation, Echocardiography, X-Ray, MRI, Data Quality Assurance, Medical Imaging, Electronic Health Record, Big Data in Healthcare.
Education
PhD,
Electrical & Computer Engineering - Machine Learning
UBC, Vancouver, Canada. (2017- 2021)
GPA: 4.33/4, A+, (First-Class
Standing)
MSc,
Computer Engineering - Software
IUT, Isfahan, Iran. (2014 - 2017)
GPA: 4.0/4, (Ranked 1st among 30)
BSc,
Computer Engineering - Software
IUT, Isfahan, Iran. (2010 - 2014)
GPA: 3.70/4, (Ranked 3rd among
100)
CV
You can
access my latest CV
here.
 |
Receiving the Governor
General's Gold Medal |
 |
Recording lectures of the EECE 571T course titled "Advanced Machine Learning Tools for Engineers" with Prof. Yedlin at UBC studios. Lectures available on YouTube |
 |
Honored to be
the recipient of the ImFusion Artificial
Intelligence Translational Medicine Award,
Rennes, France. More |
|
UBC RCL Group at MICCAI
Conference |
Office
address:
1750 W
75th Ave
Vancouver, BC V6P
6G2
Canada