FusionDTA: attention-based feature polymerizer and knowledge distillation for drug-target binding af...
FusionDTA: attention-based feature polymerizer and knowledge distillation for drug-target binding affinity prediction
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Publisher
England: Oxford University Press
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Language
English
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Publisher
England: Oxford University Press
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Abstract
The prediction of drug-target affinity (DTA) plays an increasingly important role in drug discovery. Nowadays, lots of prediction methods focus on feature encoding of drugs and proteins, but ignore the importance of feature aggregation. However, the increasingly complex encoder networks lead to the loss of implicit information and exces...
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Full title
FusionDTA: attention-based feature polymerizer and knowledge distillation for drug-target binding affinity prediction
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TN_cdi_proquest_miscellaneous_2612392648
Permalink
https://devfeature-collection.sl.nsw.gov.au/record/TN_cdi_proquest_miscellaneous_2612392648
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ISSN
1467-5463,1477-4054
E-ISSN
1477-4054
DOI
10.1093/bib/bbab506
