MTAF–DTA: multi-type attention fusion network for drug–target affinity prediction

MTAF–DTA: multi-type attention fusion network for drug–target affinity prediction

Abstract Background The development of drug–target binding affinity (DTA) prediction tasks significantly drives the drug discovery process forward. Leveraging the rapid advancement of artificial intelligence, DTA prediction tasks have undergone a transformative shift from wet lab experimentation to...

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Bibliographic Details
Main Authors: Jinghong Sun, Han Wang, Jia Mi, Jing Wan, Jingyang Gao
Format: Article
Language:English
Published: BMC 2024-12-01
Series:BMC Bioinformatics
Subjects:
Drug–target binding affinity
Multi-modal features
Attention mechanisms
Nested fusion networks
Online Access:https://doi.org/10.1186/s12859-024-05984-3
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