Drug-target binding affinity prediction method based on a deep graph neural network

Drug-target binding affinity prediction method based on a deep graph neural network

The development of new drugs is a long and costly process, Computer-aided drug design reduces development costs while computationally shortening the new drug development cycle, in which DTA (Drug-Target binding Affinity) prediction is a key step to screen out potential drugs. With the development of...

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Bibliographic Details
Main Authors: Dong Ma, Shuang Li, Zhihua Chen
Format: Article
Language:English
Published: AIMS Press 2023-01-01
Series:Mathematical Biosciences and Engineering
Subjects:
artificial intelligence
biological sequence analysis
deep learning
binding affinity prediction
graph convolution network
Online Access:https://www.aimspress.com/article/doi/10.3934/mbe.2023012?viewType=HTML

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https://www.aimspress.com/article/doi/10.3934/mbe.2023012?viewType=HTML

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