MIT 6.S087: Foundation Models & Generative AI. BIOLOGY

Source: https://youtu.be/pHzdw6YWB9I?si=J3tRZIStrS5J57A4

Guest lecture by Professor Manolis Kellis.
0:00 Welcome and Intro
1:17 Data Increases in Medicine
3:23 Paradigm Shifts: Data, Genomes, AI
5:00 Disease Circuitry Dissection
10:05 Regulatory Genomics + CNNs
12:01 Impact of Genetic Variation
13:02 Single-cell and VAEs
15:03 Electronic Health Records + LLMs
17:43 Imaging Pathology Annotations + CLIP
19:25 Drug Development/Chemistry + GNNs
21:15 Protein structure + Transformers
22:01 Therapeutics
23:19 Idea Navigation
24:58 Summary
26:00 Questions