DTI-RME: a robust and multi-kernel ensemble approach for drug-target interaction prediction

DTI-RME: a robust and multi-kernel ensemble approach for drug-target interaction prediction

Abstract Background Drug-target interaction (DTI) refers to the specific mechanisms by which drug molecules interact with biological targets within a biological system. Computational methods are widely employed for DTI prediction, as they are time-efficient and resource-saving compared to experiment...

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Bibliographic Details
Main Authors: Yuqing Qian, Xin Zhang, Yizheng Wang, Quan Zou, Chen Cao, Yijie Ding, Xiaoyi Guo
Format: Article
Language:English
Published: BMC 2025-07-01
Series:BMC Biology
Subjects:
Drug-target interaction
Robustness loss
Multi-kernel learning
Ensemble learning
Online Access:https://doi.org/10.1186/s12915-025-02340-6
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