About
Research Interest
- Medical Image Analysis
- Computational Cardiology
- Cardiovascular Biology
Education / Employment
| 2024–Present | Department of Biological Sciences University of Toronto |
| 2024–Present | Department of Physical and Environmental Sciences University of Toronto |
| 2022–Present | Department of Computer and Mathematical Sciences University of Toronto |
Research
Comprehensive Chemical Assessment of Rhus typhina Silage for Herbivores at the Toronto Zoo
A QA / QC-focused proposal integrating inorganic nutritional quality and fermentation markers.
Publication
Leakage-Controlled Machine Learning for European Cd, Hg, and Pb Emission Inventories
An auditable, leakage-controlled machine-learning framework for provisional spatial updating of European Cd, Hg, and Pb emission inventories.
CoroConcept: Three-Dimensional Image Processing for Auditable Coronary Descriptor Extraction from CCTA Segmentation Masks
An auditable 3D post-segmentation pipeline that turns CCTA coronary masks into structured quantitative descriptors.
Recognition of Overlapped Objects via Weakly-Supervised Methods with Bag of Alphabets
A weakly-supervised recognition framework using a bag-of-alphabets model to identify and classify overlapping objects.
Nonlocal Mean Filtering Algorithm for Low Contrast Images and its Application
An improved nonlocal mean filtering approach for enhancing low-contrast image quality and demonstrating its practical applications.
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