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DR.DEGMON: self-explainable deep neural network for drug-induced cell viability prediction incorporating differentially expressed genes and gene ontology

Crossref DOI link: https://doi.org/10.1186/s12920-026-02434-2

Published Online: 2026-07-21

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

Authors

Lim, Wootaek

Kim, Jitae

Kim, Songhyeon

Bong, Hyunsu

Park, Kwang-Su

Jeon, Minji https://orcid.org/0000-0001-5731-6186
Funding

Funding for this research was provided by:

National Research Foundation of Korea (NRF2022R1F1A1070111)

MSIT (IITP-2026-RS-2022-00156439)

MSIT (IITP-2026-RS-2024-00438263)
License Information

Text and Data Mining valid from 2026-07-21

Version of Record valid from 2026-07-27
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Article History

Received: 19 June 2025

Accepted: 14 July 2026

First Online: 21 July 2026

Declarations

Ethics approval and consent to participate: Not applicable.

Consent for publication: Not applicable.

Competing interests: The authors declare no competing interests.

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