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Transformer-based modeling of Clonal Selection and Expression Dynamics reveals resistance mechanisms in breast cancer.

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Title: Transformer-based modeling of Clonal Selection and Expression Dynamics reveals resistance mechanisms in breast cancer.
Authors: Maulding ND; gRED Computational Sciences, Genentech Inc, South San Francisco, CA, USA.; Department of Biomolecular Engineering and Bioinformatics, UC Santa Cruz, Santa Cruz, CA, USA., Zou J; Discovery Oncology, Genentech Inc, South San Francisco, CA, USA., Zhou W; Discovery Oncology, Genentech Inc, South San Francisco, CA, USA., Metcalfe C; Discovery Oncology, Genentech Inc, South San Francisco, CA, USA., Stuart JM; Department of Biomolecular Engineering and Bioinformatics, UC Santa Cruz, Santa Cruz, CA, USA., Ye X; Discovery Oncology, Genentech Inc, South San Francisco, CA, USA., Hafner M; gRED Computational Sciences, Genentech Inc, South San Francisco, CA, USA. hafner.marc@gene.com.; Discovery Oncology, Genentech Inc, South San Francisco, CA, USA. hafner.marc@gene.com.
Source: NPJ systems biology and applications [NPJ Syst Biol Appl] 2025 Jan 10; Vol. 11 (1), pp. 5. Date of Electronic Publication: 2025 Jan 10.
Publication Type: Journal Article
Journal Info: Publisher: Nature Publishing Group in partnership with SBI, The Systems Biology Institute Country of Publication: England NLM ID: 101677786 Publication Model: Electronic Cited Medium: Internet ISSN: 2056-7189 (Electronic) Linking ISSN: 20567189 NLM ISO Abbreviation: NPJ Syst Biol Appl Subsets: MEDLINE
Database: MEDLINE Ultimate
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  Data: Transformer-based modeling of Clonal Selection and Expression Dynamics reveals resistance mechanisms in breast cancer.
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  Data: <searchLink fieldCode="AU" term="%22Maulding+ND%22">Maulding ND</searchLink>; gRED Computational Sciences, Genentech Inc, South San Francisco, CA, USA.; Department of Biomolecular Engineering and Bioinformatics, UC Santa Cruz, Santa Cruz, CA, USA.<br /><searchLink fieldCode="AU" term="%22Zou+J%22">Zou J</searchLink>; Discovery Oncology, Genentech Inc, South San Francisco, CA, USA.<br /><searchLink fieldCode="AU" term="%22Zhou+W%22">Zhou W</searchLink>; Discovery Oncology, Genentech Inc, South San Francisco, CA, USA.<br /><searchLink fieldCode="AU" term="%22Metcalfe+C%22">Metcalfe C</searchLink>; Discovery Oncology, Genentech Inc, South San Francisco, CA, USA.<br /><searchLink fieldCode="AU" term="%22Stuart+JM%22">Stuart JM</searchLink>; Department of Biomolecular Engineering and Bioinformatics, UC Santa Cruz, Santa Cruz, CA, USA.<br /><searchLink fieldCode="AU" term="%22Ye+X%22">Ye X</searchLink>; Discovery Oncology, Genentech Inc, South San Francisco, CA, USA.<br /><searchLink fieldCode="AU" term="%22Hafner+M%22">Hafner M</searchLink>; gRED Computational Sciences, Genentech Inc, South San Francisco, CA, USA. hafner.marc@gene.com.; Discovery Oncology, Genentech Inc, South San Francisco, CA, USA. hafner.marc@gene.com.
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  Data: <searchLink fieldCode="JN" term="%22101677786%22">NPJ systems biology and applications</searchLink> [NPJ Syst Biol Appl] 2025 Jan 10; Vol. 11 (1), pp. 5. <i>Date of Electronic Publication: </i>2025 Jan 10.
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        Value: 10.1038/s41540-024-00485-8
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