Geometric Machine Learning for Molecular Medicine | Marinka Zitnik

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This is a recording from the 2023 Molecular Machine Learning conference hosted at Mila.

Speaker:

Timestamps

00:00 - Intro
02:46 - Therapeutics Data Commons: An Open Science Initiative
06:22 - Large AI Models for Therapeutic Science
08:22 - Dataset: PrimeKG Knowledge Graph
12:25 - TxGNN Model: Predicting Therapeutic Use
21:58 - Contextual AI Models
24:55 - AWARE: Contextual AI Model
28:07 - Results: Autoimmune Therapeutic Area
30:10 - Results: Inflammatory Bowel Diseases
31:25 - Q+A
  1. Valence Labs
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