LightDTA: lightweight drug-target affinity prediction via random-walk network embedding and knowledge distillation

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Authors: Xiaoyu Huang, Xiangpeng Bi, Nianwen Xing, Wenjian Ma, Huasen Jiang, Qing Cai, Weigang Lu, Fei Yang, Zhiqiang Wei, Shugang Zhang
Cited by: 3
References: 55

Fields of Study & Subjects

Computational Drug Discovery Methods vaccines and immunoinformatics approaches Machine Learning in Bioinformatics

Publication details

Journal / source
Molecular Diversity
Publisher
Springer Science and Business Media LLC
Volume
30
Issue
2
Pages
2545–2568
Publication date
7 January 2026
Language
EN