Article

Fast and accurate protein function prediction from sequence through pretrained language model and homology-based label diffusion

2022-12-08

Abstract excerpt

Protein function prediction is an essential task in bioinformatics which benefits disease mechanism elucidation and drug target discovery. Due to the explosive growth of proteins in sequence databases and the diversity of their functions, it remains challenging to fast and accurately predict protein functions from sequences alone. Although many methods have integrated protein structures, biological networks or lit...

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Literature Corpus work: cb44cbc2-1cae-5a27-95a0-d13120013901
DOI: 10.1101/2022.12.05.519119

Open publication

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