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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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Bibliografski detalji
Izdano u:BMC Bioinformatics
Glavni autori: Bolgár, Bence, Antal, Péter
Format: Artigo
Jezik:Inglês
Izdano: BioMed Central 2017
Teme:
Online pristup: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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