Overfit deep neural network for predicting drug-target interactions

Overfit deep neural network for predicting drug-target interactions

Summary: Drug-target interactions (DTIs) prediction is an important step in drug discovery. As traditional biological experiments or high-throughput screening are high cost and time-consuming, many deep learning models have been developed. Overfitting must be avoided when training deep learning mode...

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Bibliographic Details
Main Authors: Xiao Xiaolin, Liu Xiaozhi, He Guoping, Liu Hongwei, Guo Jinkuo, Bian Xiyun, Tian Zhen, Ma Xiaofang, Li Yanxia, Xue Na, Zhang Chunyan, Gao Rui, Wang Kuan, Zhang Cheng, Wang Cuancuan, Liu Mingyong, Du Xinping
Format: Article
Language:English
Published: Elsevier 2023-09-01
Series:iScience
Subjects:
Biological sciences
Biochemistry
Structural biology
Mathematical biosciences
Online Access:http://www.sciencedirect.com/science/article/pii/S2589004223017236

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http://www.sciencedirect.com/science/article/pii/S2589004223017236

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