
Guy Lutsker
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biorxiv.org
Articles
Genetic underpinnings of predicted changes in cardiovascular function using self supervised learning
Aug 21, 2024 |
biorxiv.org | Zachary Levine |Guy Lutsker |Anastasia Godneva |Adina Weinberger
AbstractBackgroundThe genetic underpinnings of cardiovascular disease remain elusive. Contrastive learning algorithms have recently shown cutting-edge performance in extracting representations from electrocardiogram (ECG) signals that characterize cross-temporal cardiovascular state. However, there is currently no connection between these representations and genetics.
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