Minh To
Postdoctoral Researcher at McGill University
Montreal, Quebec, Canada
Summary
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Senior🎓
Top SchoolMinh To is a postdoctoral researcher and machine learning scientist with a PhD from UBC, specializing in robust and trustworthy AI for medical imaging across ultrasound and MRI. His work spans deep learning, multimodal fusion, ensemble methods, and fairness, with publications at ICML and MICCAI and practical collaborations that translate models into clinical decision support. Currently at McGill and Mila, he leads research on adapting multimodal large language models to healthcare, improving domain-specific reasoning via retrieval and longitudinal integration of imaging and clinical data. He has a track record of industry-academic impact from internships and research roles at the Vector Institute, where he developed ensemble approaches and hypothesis tests for covariate shift detection. Known for bridging interdisciplinary teams, he routinely supervises students and partners with clinicians to ensure research meets real-world diagnostic needs.
8 years of coding experience
9 years of employment as a software developer
Nguyen Thi Minh Khai High School, HCMMaster's degree, Computer Science, Master's degree, Computer Science at Sejong UniversityDoctor of Philosophy - PhD, Electrical and Computer Engineering, Doctor of Philosophy - PhD, Electrical and Computer Engineering at The University of British ColumbiaBachelor's degree, Biomedical/Medical Engineering, Bachelor's degree, Biomedical/Medical Engineering at International University - VNU HCMCProgramming languages (2)
Github contributions (5)
QuIIL/dense-multipath-nn-prostate-segmentation
Jun 2020 - Jun 2020
Contributions:26 commits, 23 pushes, 1 branch in 1 day
minhto2802/3d-prostate-segmentation-mxnet
Jun 2020 - Jun 2020
Contributions:6 commits, 5 pushes, 1 branch in 1 day
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