Article

Predicting Human Protein Function with Multi-task Deep Neural Networks

2018-01-30

Abstract excerpt

Machine learning methods for protein function prediction are urgently needed, especially now that a substantial fraction of known sequences remains unannotated despite the extensive use of functional assignments based on sequence similarity. One major bottleneck supervised learning faces in protein function prediction is the structured, multi-label nature of the problem, because biological roles are represented by...

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Literature Corpus work: 00c46fca-604c-5da5-bf32-e6ff8efd4060
DOI: 10.1101/256420

Open publication

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