AI in Healthcare: MIT 6.S191

AI in Healthcare: MIT 6.S191

AI in Healthcare - MIT Introduction to Deep Learning 6.S191: Lecture 12

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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