A Biological Feature and Heterogeneous Network Representation Learning-Based Framework for Drug–Target Interaction Prediction

A Biological Feature and Heterogeneous Network Representation Learning-Based Framework for Drug–Target Interaction Prediction

The prediction of drug–target interaction (DTI) is crucial to drug discovery. Although the interactions between the drug and target can be accurately verified by traditional biochemical experiments, the determination of DTI through biochemical experiments is a time-consuming, laborious, and expensiv...

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Bibliographic Details
Main Authors: Liwei Liu, Qi Zhang, Yuxiao Wei, Qi Zhao, Bo Liao
Format: Article
Language:English
Published: MDPI AG 2023-09-01
Series:Molecules
Subjects:
drug–target interactions
graph convolutional network
graph attention network
representation learning
machine learning
Online Access:https://www.mdpi.com/1420-3049/28/18/6546

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