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VB-MK-LMF: fusion of drugs, targets and interactions using variational Bayesian multiple kernel logistic matrix factorization

BACKGROUND: Computational fusion approaches to drug-target interaction (DTI) prediction, capable of utilizing multiple sources of background knowledge, were reported to achieve superior predictive performance in multiple studies. Other studies showed that specificities of the DTI task, such as weigh...

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Detalhes bibliográficos
Publicado no:BMC Bioinformatics
Main Authors: Bolgár, Bence, Antal, Péter
Formato: Artigo
Idioma:Inglês
Publicado em: BioMed Central 2017
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC5628496/
https://ncbi.nlm.nih.gov/pubmed/28978313
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1186/s12859-017-1845-z
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