Longitudinal Risk Prediction in Mammography with Privileged History Distillation
The episode discusses a paper on using a patient's entire scan history to predict breast cancer risk in mammography. Hosts explain 'privileged history distillation,' a method that allows AI to intelligently prioritize relevant past data. This approach aims to move diagnosis from simply describing current issues to providing proactive, personalized, and long-term risk assessments.