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

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70.5 hours of video
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deep learning mit artificial intelligence neural networks machine learning 6s191 6.s191 mit deep learning ava soleimany soleimany alexander amini amini

Full Transcript

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 Subscribe to stay up to date with new deep learning lectures at MIT, or follow us @MITDeepLearning on Twitter and Instagram to stay fully-connected!!

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