Deep learning for antibiotic discovery

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This video presents a paper about using deep learning for antibiotic drug discovery.

Table of Contents:

00:00 - A Deep Learning Approach to Antibiotic Discovery
00:12 - Antibiotic Discovery
01:01 - Approach
01:52 - Data collection
02:59 - Directed MPNN model
03:28 - Node and Edge features
03:49 - Edge embedding update
04:43 - Node and Graph embedding
05:16 - Hit prediction
05:35 - Result: Initial DL model performance
05:57 - Result: Effectiveness of treating bacteria
06:18 -
Category
Antibiotics
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