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Modelling drug-induced cellular perturbation responses with a biologically informed dual-branch transformer

Crossref DOI link: https://doi.org/10.1038/s42256-025-01165-w

Published Online: 2026-01-26

Update policy: https://doi.org/10.1007/springer_crossmark_policy

Authors

Guo, Yue https://orcid.org/0009-0007-4498-1460
Zhang, Hao

Hu, Haitao

Wu, Jialu

Cao, Ji https://orcid.org/0000-0003-2813-6404
Hsieh, Chang-Yu https://orcid.org/0000-0002-6242-4218
Yang, Bo https://orcid.org/0000-0002-6505-2771
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Text and Data Mining valid from 2026-01-26

Version of Record valid from 2026-01-26
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Article History

Received: 8 May 2025

Accepted: 2 December 2025

First Online: 26 January 2026

Competing interests

: The authors declare no competing interests.