DTI-MvSCA: an Anti-Over-Smoothing Multi-View Framework with Negative Sample Selection for Predicting Drug-Target Interactions

Lihong Peng, Zongzheng Bai, Longlong Liu, Long Yang,Xin Liu,Min Chen,Xing Chen

IEEE JOURNAL OF BIOMEDICAL AND HEALTH INFORMATICS（2025）

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关键词

Drugs,Proteins,Diffusion tensor imaging,Protein engineering,Feature extraction,Representation learning,Neural networks,Bioinformatics,Attention mechanisms,Diseases,Drug-target interaction (DTI),graph attention network,multi-view neural network,negative sample selection,self-attention,SHADOW

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