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 08 - Natural Language Processing, Part 2
Instructor: Prof. Peter Szolovits. Prof. Szolovits covers Natural Language Processing methods including those which are not based on neural networks representations and those techniques which employ neural network architectures.