6.S897/HST.956 Machine Learning for Healthcare (Spring 2019, MIT OCW). Instructors: Prof. David Sontag and Prof. Peter Szolovits. This course introduces students to machine learning in healthcare, including the nature of clinical data and the use of machine learning for risk stratification, disease progression modeling, precision medicine, diagnosis, subtype discovery, and improving clinical workflows.
(from ocw.mit.edu)
Lecture 10 - Application of Machine Learning to Cardiac Imaging
Guest lecturer Rahul Deo, the lead investigator of the One Brave Idea project at Brigham and Women's Hospital, talks about how machine learning techniques are being used and can be used further to augment cardiac imaging.