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Open Access
Peer-reviewed
Research Article
CASynergy: A causal attention model for interpretable prediction of cancer drug synergy
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Haitao Li,
Roles Conceptualization, Formal analysis, Funding acquisition, Methodology, Writing – original draft, Writing – review & editing
Affiliations Key Laboratory of Intelligent Computing & Signal Processing, School of Artificial Intelligence, Anhui University, Hefei, Anhui, China, Institute of Artificial Intelligence, Hefei Comprehensive National Science Center, Hefei, Anhui, China
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Long Zheng,
Roles Conceptualization, Data curation, Formal analysis, Methodology, Software, Writing – original draft
Affiliations Key Laboratory of Intelligent Computing & Signal Processing, School of Artificial Intelligence, Anhui University, Hefei, Anhui, China, Institute of Artificial Intelligence, Hefei Comprehensive National Science Center, Hefei, Anhui, China
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Lei Li,
Roles Validation
Affiliations Key Laboratory of Intelligent Computing & Signal Processing, School of Artificial Intelligence, Anhui University, Hefei, Anhui, China, Institute of Artificial Intelligence, Hefei Comprehensive National Science Center, Hefei, Anhui, China
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Yiwei Chen,
Roles Writing – review & editing
Affiliations Key Laboratory of Intelligent Computing & Signal Processing, School of Artificial Intelligence, Anhui University, Hefei, Anhui, China, Institute of Artificial Intelligence, Hefei Comprehensive National Science Center, Hefei, Anhui, China
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Junjie Li,
Roles Writing – original draft
Affiliations Key Laboratory of Intelligent Computing & Signal Processing, School of Artificial Intelligence, Anhui University, Hefei, Anhui, China, Institute of Artificial Intelligence, Hefei Comprehensive National Science Center, Hefei, Anhui, China
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Chunhou Zheng,
Roles Funding acquisition, Writing – review & editing
Affiliations Key Laboratory of Intelligent Computing & Signal Processing, School of Artificial Intelligence, Anhui University, Hefei, Anhui, China, Institute of Artificial Intelligence, Hefei Comprehensive National Science Center, Hefei, Anhui, China
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Yansen Su
Roles Funding acquisition, Supervision, Writing – review & editing
* E-mail: suyansen@ahu.edu.cn
Affiliations Key Laboratory of Intelligent Computing & Signal Processing, School of Artificial Intelligence, Anhui University, Hefei, Anhui, China, Institute of Artificial Intelligence, Hefei Comprehensive National Science Center, Hefei, Anhui, China, School of Internet, Anhui University, Hefei, China
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CASynergy: A causal attention model for interpretable prediction of cancer drug synergy
- Haitao Li,
- Long Zheng,
- Lei Li,
- Yiwei Chen,
- Junjie Li,
- Chunhou Zheng,
- Yansen Su
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- Published: October 15, 2025
- https://doi.org/10.1371/journal.pcbi.1013567