Best Project Award – Crystal (Intemediate)
Excellence Award – Gold (Intermediate)
Challenge Award – Disease and Illness (Intermediate)
Youth Can Innovate Award (Intermediate)
Best Project Award – Innovation (Intermediate)
Centre for Canadian Nuclear Sustainability Award
York University STEM Entrepreneur Bootcamp Scholarship Award (Intermediate)
PROJECT SUMMARY: I developed Speculor, combining low-cost portable retinal imagers using smartphones with artificial intelligence to screen diseases. Speculor builds a low-cost teleophthalmology platform serving marginalized communities. A new transfer learning method was invented and tested for the classification of glaucoma achieving the best results reported in literature. Imagers have been tested in a clinic and pick up all clinically relevant features needed for accurate diagnosis for glaucoma.