Scholar
Weina Jin, M.D.
Google Scholar ID: uajp-AkAAAAJ
PhD student in School of Computing Science, Simon Fraser University
Citations & Impact
Citations
760
H-index
14
i10-index
19
Publications
20
Co-authors
11
list available
Publications
Browse publications on Google Scholar (top-right) ↗
Resume (English only)
Academic Achievements
- Published a work on evaluating XAI for medical image tasks, accepted at AAAI 2022. Awarded one of ten Borealis AI Global Fellowships of $10,000. Co-organized the Interpretable ML in Healthcare workshop at ICML22.
Research Experience
- Conducting research at Dr. Hamarneh’s Medical Image Analysis Lab, focusing on developing end-user-centered explainable AI and how to use it to augment clinical decision-making based on medical image tasks. Proposed Clinical Explainable AI Guidelines based on systematic evaluation and user studies with neurosurgeons.
Education
- Received a Doctor of Medicine (MD) degree from Peking University and completed residency training in Neurology. Currently pursuing a PhD at Dr. Hamarneh’s Medical Image Analysis Lab, Computing Science, Simon Fraser University.
Background
- Research interests include developing end-user-centered interpretable AI, particularly in enhancing clinical decision-making based on medical image tasks. Has worked in hospitals, pharmaceutical and tech companies. Particularly interested in using explanations to improve learning for both AI and doctors.
Miscellany
- Engaged in training and understanding natural intelligence, and writing science fictions.
