Pascal Notin
Pascal Notin
Research
Talks
2
Learning from prepandemic data to forecast viral escape
We introduce a method to predict viral escape from evolutionary data and 3D structure only
Nikki Thadani
,
Sarah Gurev
,
Pascal Notin
,
Noor Youssef
,
Nathan Rollins
,
Daniel Ritter
,
Chris Sander
,
Yarin Gal
,
Debora Marks
Cite
Code
Nature
bioRxiv
Website
Disease variant prediction with deep generative models of evolutionary data
We learn a distribution over protein sequences with Bayesian VAEs which we then leverage to predict the effects of mutations in human …
Jonathan Frazer
,
Pascal Notin
,
Mafalda Dias
,
Aidan Gomez
,
Joseph Min
,
Kelly Brock
,
Yarin Gal
,
Debora Marks
Cite
Code
Video
Nature
bioRxiv
NBT review
Press (HMS)
Press (Crimson)
Press (GEN)
Website
Cite
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