Wei Keat Tey

Monash University Malaysia

Monash University Malaysia

Activities and Societies: Monash University Postgraduate Association (Welfare Officer), Advanced Engineering Colloquium 2017 (Secretary) • Designed and developed a novel system for the automated quantification of fibrosis structures in kidney biopsy images using machine learning and computer vision methods, which has been proven to reduce uncertainty in practising pathologists’ diagnosis. • Discovered a new statistical classification feature generation method based on the correlation between various image representations. The finding was accomplished through various systematic experiments, validation tests and search for… Show more • Designed and developed a novel system for the automated quantification of fibrosis structures in kidney biopsy images using machine learning and computer vision methods, which has been proven to reduce uncertainty in practising pathologists’ diagnosis. • Discovered a new statistical classification feature generation method based on the correlation between various image representations. The finding was accomplished through various systematic experiments, validation tests and search for suitable datasets for implementation. • Independently coordinated 3 rounds of quantitative survey with 7 practising medical doctors. This process involved data collection of digital biopsy images from the hospital, generation of survey form with biopsy images for quantitative analysis, as well as coordination and follow-up on the survey results. Show less