MIT Introduction to Deep Learning 6.S191: Lecture 12
AI in Healthcare
Lecturer: Dr. Katherine Chou, Google Brain
January 2021
For all lectures, slides, and lab materials: http://introtodeeplearning.com
Lecture Outline
0:00 – Introduction
2:40 – Applications of AI in healthcare
5:12 – End-to-end lung cancer screening
6:05 – Pathology
8:02 – Genomics
11:44 – Higher quality and more equitable learning
13:34 – Moonshots at Google
16:43 – Generating labels, bias, and uncertainty
20:22 – Plan for model limitations
23:31 – Healthcare patient vs person
27:35 – Summary and conclusion
28:03 – Poll results and Q&A
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