6.S897 | Spring 2019 | Graduate

Machine Learning for Healthcare

Lecture Videos

Lecture 18: Disease Progression Modeling and Subtyping, Part 1

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)

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