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From algorithms to clinical execution: A cross-validated knowledge atlas of AI-enabled precision care (2015-2025).

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Title: From algorithms to clinical execution: A cross-validated knowledge atlas of AI-enabled precision care (2015-2025).
Authors: Zhang B; Cancer Research Institute, The Affiliated Cancer Hospital of Xinjiang Medical University, Urumqi, China., Yue Lau L; Department of Public Health, Harvard Medical School, Boston, MA, USA., Wang K; Department of Gastrointestinal Surgery, The Affiliated Cancer Hospital of Xinjiang Medical University, Urumqi, China., Li K; Department of Oncology, Nanfang Hospital, Southern Medical University, Guangzhou, Guangdong, China., Li B; Department of Breast Surgery, The First Affiliated Hospital of Zhengzhou University, Zhengzhou, Henan, China., Hong Z; Department of Breast Surgery, The First Affiliated Hospital of Zhengzhou University, Zhengzhou, Henan, China., Aldridge RJ; Department of Medicine, University of Minnesota, Minneapolis, MN, USA., Whitmore EA; Department of Medicine, University of Minnesota, Minneapolis, MN, USA., Zhao Z; Department of Gastrointestinal Surgery, The Affiliated Cancer Hospital of Xinjiang Medical University, Urumqi, China., Chen Y; Cancer Research Institute, The Affiliated Cancer Hospital of Xinjiang Medical University, Urumqi, China.; Department of Public Health, Harvard Medical School, Boston, MA, USA.
Source: Digital health [Digit Health] 2026 Mar 20; Vol. 12, pp. 20552076261436251. Date of Electronic Publication: 2026 Mar 20 (Print Publication: 2026).
Publication Type: Journal Article
Journal Info: Publisher: SAGE Publications Ltd Country of Publication: United States NLM ID: 101690863 Publication Model: eCollection Cited Medium: Print ISSN: 2055-2076 (Print) Linking ISSN: 20552076 NLM ISO Abbreviation: Digit Health Subsets: PubMed not MEDLINE
Database: MEDLINE Ultimate
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  Data: <searchLink fieldCode="AU" term="%22Zhang+B%22">Zhang B</searchLink>; Cancer Research Institute, The Affiliated Cancer Hospital of Xinjiang Medical University, Urumqi, China.<br /><searchLink fieldCode="AU" term="%22Yue+Lau+L%22">Yue Lau L</searchLink>; Department of Public Health, Harvard Medical School, Boston, MA, USA.<br /><searchLink fieldCode="AU" term="%22Wang+K%22">Wang K</searchLink>; Department of Gastrointestinal Surgery, The Affiliated Cancer Hospital of Xinjiang Medical University, Urumqi, China.<br /><searchLink fieldCode="AU" term="%22Li+K%22">Li K</searchLink>; Department of Oncology, Nanfang Hospital, Southern Medical University, Guangzhou, Guangdong, China.<br /><searchLink fieldCode="AU" term="%22Li+B%22">Li B</searchLink>; Department of Breast Surgery, The First Affiliated Hospital of Zhengzhou University, Zhengzhou, Henan, China.<br /><searchLink fieldCode="AU" term="%22Hong+Z%22">Hong Z</searchLink>; Department of Breast Surgery, The First Affiliated Hospital of Zhengzhou University, Zhengzhou, Henan, China.<br /><searchLink fieldCode="AU" term="%22Aldridge+RJ%22">Aldridge RJ</searchLink>; Department of Medicine, University of Minnesota, Minneapolis, MN, USA.<br /><searchLink fieldCode="AU" term="%22Whitmore+EA%22">Whitmore EA</searchLink>; Department of Medicine, University of Minnesota, Minneapolis, MN, USA.<br /><searchLink fieldCode="AU" term="%22Zhao+Z%22">Zhao Z</searchLink>; Department of Gastrointestinal Surgery, The Affiliated Cancer Hospital of Xinjiang Medical University, Urumqi, China.<br /><searchLink fieldCode="AU" term="%22Chen+Y%22">Chen Y</searchLink>; Cancer Research Institute, The Affiliated Cancer Hospital of Xinjiang Medical University, Urumqi, China.; Department of Public Health, Harvard Medical School, Boston, MA, USA.
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              Text: 2026 Mar 20
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