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A genotype-to-drug diffusion model for generation of tailored anti-cancer small molecules.

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Title: A genotype-to-drug diffusion model for generation of tailored anti-cancer small molecules.
Authors: Kim H; Department of Electrical Engineering and Computer Science, Gwangju Institute of Science and Technology, Gwangju, Republic of Korea.; Division of Advanced Predictive Research, Korea Institute of Toxicology, Daejeon, Republic of Korea., Bae B; Department of Electrical Engineering and Computer Science, Gwangju Institute of Science and Technology, Gwangju, Republic of Korea., Park M; Department of Electrical Engineering and Computer Science, Gwangju Institute of Science and Technology, Gwangju, Republic of Korea., Shin Y; AI Graduate School, Gwangju Institute of Science and Technology, Gwangju, Republic of Korea., Ideker T; Department of Medicine, University of California San Diego, San Diego, CA, USA. tideker@ucsd.edu.; Department of Bioengineering, University of California San Diego, San Diego, CA, USA. tideker@ucsd.edu.; Department of Computer Science and Engineering, University of California San Diego, San Diego, CA, USA. tideker@ucsd.edu., Nam H; Department of Electrical Engineering and Computer Science, Gwangju Institute of Science and Technology, Gwangju, Republic of Korea. hjnam@gist.ac.kr.; AI Graduate School, Gwangju Institute of Science and Technology, Gwangju, Republic of Korea. hjnam@gist.ac.kr.
Source: Nature communications [Nat Commun] 2025 Jul 01; Vol. 16 (1), pp. 5628. Date of Electronic Publication: 2025 Jul 01.
Publication Type: Journal Article
Journal Info: Publisher: Nature Pub. Group Country of Publication: England NLM ID: 101528555 Publication Model: Electronic Cited Medium: Internet ISSN: 2041-1723 (Electronic) Linking ISSN: 20411723 NLM ISO Abbreviation: Nat Commun Subsets: MEDLINE
Database: MEDLINE Ultimate
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ISSN:2041-1723
DOI:10.1038/s41467-025-60763-9