A review on compound-protein interaction prediction methods: Data, format, representation and model

A review on compound-protein interaction prediction methods: Data, format, representation and model

There has recently been a rapid progress in computational methods for determining protein targets of small molecule drugs, which will be termed as compound protein interaction (CPI). In this review, we comprehensively review topics related to computational prediction of CPI. Data for CPI has been ac...

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Bibliographic Details
Main Authors: Sangsoo Lim, Yijingxiu Lu, Chang Yun Cho, Inyoung Sung, Jungwoo Kim, Youngkuk Kim, Sungjoon Park, Sun Kim
Format: Article
Language:English
Published: Elsevier 2021-01-01
Series:Computational and Structural Biotechnology Journal
Subjects:
Compound-protein interaction
Data representation
Interpretable learning
Chemical descriptors
Protein descriptors
Machine learning
Online Access:http://www.sciencedirect.com/science/article/pii/S2001037021000763

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