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Open Access

Peer-reviewed

Research Article

ISLRWR: A network diffusion algorithm for drug–target interactions prediction

Lu Sun,

Roles Conceptualization, Data curation, Formal analysis, Methodology, Software, Visualization, Writing – original draft

Affiliation School of Mathematics, Physics and Statistics, Institute for Frontier Medical Technology, Center of Intelligent Computing and Applied Statistics, Shanghai University of Engineering Science, Shanghai, China

https://orcid.org/0000-0002-3419-7994

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Zhixiang Yin ,

Roles Conceptualization, Funding acquisition, Project administration, Resources, Supervision, Writing – review & editing

* E-mail: zxyin66@163.com

Affiliation School of Mathematics, Physics and Statistics, Institute for Frontier Medical Technology, Center of Intelligent Computing and Applied Statistics, Shanghai University of Engineering Science, Shanghai, China
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Lin Lu

Roles Data curation, Software

Affiliation Shanghai Xinhao Information Technology Co., Ltd., Shanghai, China
⨯

ISLRWR: A network diffusion algorithm for drug–target interactions prediction

Lu Sun,
Zhixiang Yin,
Lin Lu

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Published: January 30, 2025
https://doi.org/10.1371/journal.pone.0302281

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Algorithms
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Drug interactions
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Drug discovery
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Machine learning algorithms
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Diffusion tensor imaging
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Random walk
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Adverse reactions
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Network analysis
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