SCATrans: semantic cross-attention transformer for drug–drug interaction predication through multimodal biomedical data

Abstract Predicting potential drug-drug interactions (DDIs) from biomedical data plays a critical role in drug therapy, drug development, drug regulation, and public health. However, it remains challenging due to the large number of possible drug combinations, and multimodal biomedical data, which i...

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Bibliographic Details
Main Authors: Shanwen Zhang, Changqing Yu, Chuanlei Zhang
Format: Article
Language:English
Published: BMC 2025-06-01
Series:BMC Bioinformatics
Subjects:
Online Access:https://doi.org/10.1186/s12859-025-06165-6
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