Published on 19 June 2024
Predicting the pro-longevity or anti-longevity effect of model organism genes with enhanced Gaussian noise augmentation-based contrastive learning on protein-protein interaction networks
View DatasetAlsaggaf, Ibrahim;Freitas, Alex A.;Wan, Cen
Description
The datasets used to evaluate Enhanced Gaussian noise augmentation-based contrastive learning (EGsCL) against predicting the pro-longevity or anti-longevity effect of model organism gene. This repo also includes the pretrained encoders that obtained the best predictive performance for each organism (see Table 2).
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Metrics Over Time
Publication Details
Subfield
Aging
Field
Biochemistry, Genetics and Molecular Biology
Domain
Life Sciences
Confidence Score
51%
Source
Scholar Data Model