DTI-MHAPR: optimized drug-target interaction prediction via PCA-enhanced features and heterogeneous graph attention networks

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Bibliografiske detaljer
Udgivet i:	BMC Bioinformatics vol. 26 (2025), p. 1
Hovedforfatter:	Yang, Guang
Andre forfattere:	Liu, Yinbo, Wen, Sijian, Chen, Wenxi, Zhu, Xiaolei, Wang, Yongmei
Udgivet:	Springer Nature B.V.
Fag:	Feature extraction Deep learning Datasets Network topologies Drug interactions Bioinformatics Multilayers Data mining Principal components analysis Optimization Ablation Feature selection Drug development Redundancy Proteins Predictions Graph neural networks Drug discovery Neural networks Algorithms Ligands Resultants Encoding-Decoding Methods Information processing Graphical representations Semantics Environmental
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