
Prof. Sontag discusses aspects of disease progression modeling, including staging, subtyping, and multi-task and unsupervised learning. The goals are to determine the patient’s place in the disease trajectory and how treatment may affect progression. Speaker: David Sontag Lecture 18: Disease Progression & Subtyping, Part 1 slides (PDF - 1.6MB)