Errol Colak

Research Synopsis:

Dr. Errol Colak's research is centered on the intersection of machine learning (ML) and medical imaging, with a focus on the development, validation, and clinical deployment of AI-driven diagnostic models. At St. Michael’s Hospital, Dr. Colak leads a program that has created a comprehensive infrastructure for processing medical imaging data, enabling the successful deployment of various ML models in clinical settings. His work also addresses critical challenges in the field, such as data curation, model integration into clinical workflows, and overcoming limitations in training data. Dr. Colak’s contributions extend internationally through collaborations and open data initiatives.