Electronic Health Records
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Unsupervised characterization of 100,272 EHR patients identifies high-risk groups and comorbidities linked to premature aging
Xian, Su; Smoller, Jordan W.; Luo, Yuan; Walunas, Theresa L.; Liu, Cong; Khan, Atlas; Weng, Chunhua; Kullo, Iftikhar J.; Wei, Wei-Qi; Jarvik, Gail P.; Crosslin, David R. (2026).聽Unsupervised characterization of 100,272 EHR patients identifies high-risk groups and comorbidities linked to premature aging.聽npj Digital Medicine, 9(1), 682.聽https://doi.org/10.1038/s41746-026-02913-x… Read MoreSeptember 26, 2026
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Evaluating the feasibility of the CIPHER metadata framework towards building a conceptual phenotype standard
Honerlaw, Jacqueline; Ho, Yuk-Lam; Murray, Michael; Fontin, Francesca; Zielinski, Edward; Galloway, Ashley; Curcin, Vasa; Chapman, Martin; Wei, Wei-Qi; Shoaibi, Azza; Rao, Gowtham; Cho, Kelly. (2026).聽Evaluating the feasibility of the CIPHER metadata framework towards building a conceptual phenotype standard.聽JAMIA Open, 9(3), ooag120.聽https://doi.org/10.1093/jamiaopen/ooag120 Sharing and reusing聽phenotype… Read MoreJuly 28, 2026
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Enterprise-wide simultaneous deployment of ambient scribe technology: lessons learned from an academic health system
Wright, Aileen P. M.; Nall, Carolynn K.; Franklin, Jacob J. H.; Horst, Sara Nicole; Kumah-Crystal, Yaa A.; Wright, Adam T.; & Mize, Dara E. (2026).聽Enterprise-wide simultaneous deployment of ambient scribe technology: Lessons learned from an academic health system.聽Journal of the American Medical Informatics Association, 33(2), 457鈥�461.聽https://doi.org/10.1093/jamia/ocaf186… Read MoreFebruary 25, 2026
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Clinician Needs and Requirements for a Decision Aid Navigator: Qualitative Study
Morse, Brad; Reale, Carrie; Nguyen, An T.; Latella, Erin; Bauguess, Hannah D.; Anders, Shilo H.; Roberts, Pamela S.; SooHoo, Spencer L.; El-Kareh, Robert E.; Soares, Andrey; & Schilling, Lisa M. (2025).聽Clinician needs and requirements for a decision aid navigator: Qualitative study.聽JMIR Human Factors,聽12, e69756.聽https://doi.org/10.2196/69756… Read MoreJanuary 28, 2026
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Large-scale integration of omics and electronic health records to identify potential risk protein biomarkers and therapeutic drugs for cancer prevention
Li, Qing; Song, Qingyuan; Chen, Zhishan; Choi, Jung-yoon; Moreno, Victor R.; Ping, Jie; Wen, Wanqing; Li, Chao; Shu, Xiang; Yan, Jun; Shu, Xiaoou; Cai, Qiuyin; Long, Jirong; Huyghe, Jeroen R.; Pai, Rish K.; Gruber, Stephen Bernard; Yang, Yaohua; Casey, Graham R.; Wang, Xusheng; Toriola, Adetunji T.; Li, Li;… Read MoreJanuary 28, 2026
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Study protocol for the design, implementation, and evaluation of the STRATIFY clinical decision support tool for emergency department disposition of patients with heart failure
Kripalani, Sunil B., Stolldorf, Deonni P., Sachs, Anna L., Barrett, Jennifer B., Anders, Shilo H., Novak, Laurie Lovett., Liu, Dandan., Miller, Joseph B., Kea, Bory., Schlotterbeck, Isaac., & Storrow, Alan B. (2025).聽Study protocol for the design, implementation, and evaluation of the STRATIFY clinical decision support tool for… Read MoreNovember 23, 2025
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Behavior Shifts in Patient Portal Usage During and After Policy Changes Around Test Result Delivery and Notification
Suresh, Uday; Steitz, Bryan D.; Rosenbloom, S. Trent; Griffith, Kevin N.; Ancker, Jessica S. 鈥淏ehavior shifts in patient portal usage during and after policy changes around test result delivery and notification.鈥� AMIA … Annual Symposium proceedings. AMIA Symposium (2024): 1089-1098. https://pmc.ncbi.nlm.nih.gov/articles/PMC12099325/聽… Read MoreJune 20, 2025
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Unsupervised discovery of clinical disease signatures using probabilistic independence
Lasko, Thomas A.; Stead, William W.; Still, John M.; Li, Thomas Z.; Kammer, Michael; Barbero-Mota, Marco; Strobl, Eric V.; Landman, Bennett A.; Maldonado, Fabien. 鈥淯nsupervised Discovery of Clinical Disease Signatures Using Probabilistic Independence.鈥澛燡ournal of Biomedical Informatics聽166 (2025): 104837.聽https://doi.org/10.1016/j.jbi.2025.104837.聽 聽… Read MoreMay 21, 2025
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Advancing cancer care through digital access in the USA: a state-of-the-art review of patient portals in oncology
聽 Suresh, Uday; Ancker, Jessica; Salmi, Liz; Diamond, Lisa; Rosenbloom, Trent; Steitz, Bryan. “Advancing cancer care through digital access in the USA: a state-of-the-art review of patient portals in oncology.”聽BMJ Oncology, vol. 4, no. 1, 2025, e000432,聽https://doi.org/10.1136/bmjonc-2024-000432.聽 聽… Read MoreJanuary 28, 2025
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Aspiring to clinical significance: Insights from developing and evaluating a machine learning model to predict emergency department return visit admissions
Zhang, Y.; Huang, Y.; Rosen, A.; Jiang, L.G.; McCarty, M.; RoyChoudhury, A.; Han, J.H.; Wright, A.; Ancker, J.S.; Steel, P.A.D. “Aspiring to clinical significance: Insights from developing and evaluating a machine learning model to predict emergency department return visit admissions.” PLOS Digital Health, Volume 3, Issue… Read MoreNovember 21, 2024