Craig Murdoch

Prior-informed machine learning for clinically interpretable medical diagnosis

Traditional machine learning (ML) in medical diagnostics often suffers from limited clinical interpretability and poor generalization, owing to its black-box, data-driven nature. Here, we present Prior-Informed Machine Learning (PIML), a framework that integrates clinically groun...