The Interactive Talk presentation, "Predicting Oral Cancer Risk using Machine Learning", will take place on Saturday, June 25th, 2022 at 2 p.m. The study, undertaken by John Adeoye of the University of Hong Kong, SAR China, aims to develop a machine learning-based platform to predict the risk of oral cancer and oral potentially malignant disorders (OPMDs). Visual oral examination (VOE) was performed among 1467 participants of a community-based screening program by three calibrated dentists prospectively. Each individual's status was defined as positive/negative for oral cancer/OPMDs and histologic confirmation of epithelial dysplasia (ED) and squamous cell carcinoma (SCC) was performed for positive status. Follow-up status of those that screened negative was monitored via state-linked electronic health records.