3Cnet: pathogenicity prediction of human variants using multitask learning with evolutionary constraints
Motivation Improvements in next-generation sequencing have enabled genome-based
diagnosis for patients with genetic diseases. However, accurate interpretation of human …
diagnosis for patients with genetic diseases. However, accurate interpretation of human …
3Cnet: pathogenicity prediction of human variants using multitask learning with evolutionary constraints.
DG Won, DW Kim, J Woo, K Lee - Bioinformatics (Oxford, England), 2021 - europepmc.org
Results We developed a pathogenicity predictor, 3Cnet, that uses recurrent neural networks
to analyze the amino acid context of human variants. As 3Cnet is trained on simulated …
to analyze the amino acid context of human variants. As 3Cnet is trained on simulated …
[PDF][PDF] 3Cnet: pathogenicity prediction of human variants using multitask learning with evolutionary constraints
DG Won, DW Kim, J Woo, K Lee - Bioinformatics, 2021 - pdfs.semanticscholar.org
Motivation: Improvements in next-generation sequencing have enabled genome-based
diagnosis for patients with genetic diseases. However, accurate interpretation of human …
diagnosis for patients with genetic diseases. However, accurate interpretation of human …
[HTML][HTML] 3Cnet: pathogenicity prediction of human variants using multitask learning with evolutionary constraints
DG Won, DW Kim, J Woo, K Lee - Bioinformatics, 2021 - ncbi.nlm.nih.gov
Results We developed a pathogenicity predictor, 3Cnet, that uses recurrent neural networks
to analyze the amino acid context of human variants. As 3Cnet is trained on simulated …
to analyze the amino acid context of human variants. As 3Cnet is trained on simulated …
[PDF][PDF] 3Cnet: pathogenicity prediction of human variants using multitask learning with evolutionary constraints
DG Won, DW Kim, J Woo, K Lee - Bioinformatics, 2021 - academic.oup.com
Motivation Improvements in next-generation sequencing have enabled genome-based
diagnosis for patients with genetic diseases. However, accurate interpretation of human …
diagnosis for patients with genetic diseases. However, accurate interpretation of human …
3Cnet: pathogenicity prediction of human variants using multitask learning with evolutionary constraints.
DG Won, DW Kim, J Woo, K Lee - Bioinformatics, 2021 - search.ebscohost.com
Motivation Improvements in next-generation sequencing have enabled genome-based
diagnosis for patients with genetic diseases. However, accurate interpretation of human …
diagnosis for patients with genetic diseases. However, accurate interpretation of human …
3Cnet: pathogenicity prediction of human variants using multitask learning with evolutionary constraints
DG Won, DW Kim, J Woo, K Lee - Bioinformatics (Oxford …, 2021 - pubmed.ncbi.nlm.nih.gov
Motivation Improvements in next-generation sequencing have enabled genome-based
diagnosis for patients with genetic diseases. However, accurate interpretation of human …
diagnosis for patients with genetic diseases. However, accurate interpretation of human …