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Screening drug-target interactions with positive-unlabeled learning

Identifying drug-target interaction (DTI) candidates is crucial for drug repositioning. However, usually only positive DTIs are deposited in known databases, which challenges computational methods to predict novel DTIs due to the lack of negative samples. To overcome this dilemma, researchers usuall...

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Detalhes bibliográficos
Publicado no:Sci Rep
Main Authors: Peng, Lihong, Zhu, Wen, Liao, Bo, Duan, Yu, Chen, Min, Chen, Yi, Yang, Jialiang
Formato: Artigo
Idioma:Inglês
Publicado em: Nature Publishing Group UK 2017
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC5556112/
https://ncbi.nlm.nih.gov/pubmed/28808275
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1038/s41598-017-08079-7
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