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Dipeptide Frequency of Word Frequency and Graph Convolutional Networks for DTA Prediction

Deep learning is an effective method to capture drug-target binding affinity, but low accuracy is still an obstacle to be overcome. Thus, we propose a novel predictor for drug-target binding affinity based on dipeptide frequency of word frequency encoding and a hybrid graph convolutional network. Wo...

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Bibliografski detalji
Izdano u:Front Bioeng Biotechnol
Glavni autori: Wang, Xianfang, Liu, Yifeng, Lu, Fan, Li, Hongfei, Gao, Peng, Wei, Dongqing
Format: Artigo
Jezik:Inglês
Izdano: Frontiers Media S.A. 2020
Teme:
Online pristup:https://ncbi.nlm.nih.gov/pmc/articles/PMC7147459/
https://ncbi.nlm.nih.gov/pubmed/32318557
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.3389/fbioe.2020.00267
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