Healthcare
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Auditor models to suppress poor artificial intelligence predictions can improve human-artificial intelligence collaborative performance
Katherine E. Brown; Jesse O. Wrenn; Nicholas J. Jackson; Michael R. Cauley; Benjamin X. Collins; Laurie L. Novak; Bradley A. Malin; Jessica S. Ancker (2026).Auditor models to suppress poor artificial intelligence predictions can improve human-artificial intelligence collaborative performance.Journal of the American Medical Informatics Association, 33(3), 621631.https://doi.org/10.1093/jamia/ocaf235… Read MoreMar. 26, 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).Clinician needs and requirements for a decision aid navigator: Qualitative study.JMIR Human Factors,12, e69756.https://doi.org/10.2196/69756… Read MoreJan. 28, 2026
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Evaluating cell AI foundation models in kidney pathology with human-in-the-loop enrichment
Guo, J., Lu, S., Cui, C., Deng, R., Yao, T., Tao, Z., Lin, Y., Lionts, M., Liu, Q., Xiong, J., Wang, Y., Zhao, S., Chang, C. E., Wilkes, M., Fogo, A. B., Yin, M., Yang, H., & Huo, Y. (2025).Evaluating cell AI foundation models in kidney pathology… Read MoreDec. 19, 2025
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Human-centered design of an artificial intelligence monitoring system: the 91勛圖厙 Algorithmovigilance Monitoring and Operations System
Salwei, Megan E., Davis, Sharon E., Reale, Carrie., Novak, Laurie Lovett., Walsh, Colin G., Beebe, Russ., Nelson, Scott D., Sundrani, Sameer., Rose, Susannah L., Wright, Adam T., Ripperger, Michael A., Shave, Peter., & Embi, Peter J. [2025]. Human-centered design of an artificial intelligence monitoring system: the 91勛圖厙… Read MoreNov. 23, 2025
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AI-Driven Clinical Decision Support to Reduce Hospital-Acquired Venous Thromboembolism: A Trial Protocol
Walsh, Colin G.; Long, Yufei; Novak, Laurie Lovett; Salwei, Megan E.; Tillman, Benjamin F.; French, Benjamin C.; Mixon, Amanda S.; Law, Michelle E.; Franklin, Jacob; Embi, Peter J. (2025). AI-Driven Clinical Decision Support to Reduce Hospital-Acquired Venous Thromboembolism: A Trial Protocol. JAMA Network Open, 8(10), e2535137. Read MoreOct. 23, 2025
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Assessing the clinical utility of biomarkers using the intervention probability curve (IPC)
Paez, Rafael; Rowe, Dianna J.; Deppen, Stephen A.; Grogan, Eric L.; Kaizer, Alexander M.; Bornhop, Darryl J.; Kussrow, Amanda K.; Bar繭n, Anna E.; Maldonado, Fabien; Kammer, Michael N. (2025). Assessing the clinical utility of biomarkers using the intervention probability curve (IPC). Cancer Biomarkers, 42(1), CBM230054. https://doi.org/10.3233/CBM-230054… Read MoreOct. 23, 2025
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Bedtime sliding scale insulin is unnecessary for hospitalized patients with bedtime glucose < 300 mg/dL: A nudge-based quasi-experiment
Flory, James H., Vertosick, Emily Ann, Kuperman, Gilad J., Ancker, Jessica S., Kim, Scott Y.H., Fitzpatrick, Christine, Gould, Kimberly, Weiss, Everett, & Vickers, Andrew J. (2025). Bedtime sliding scale insulin is unnecessary for hospitalized patients with bedtime glucose < 300 mg/dL: A nudge-based quasi-experiment.Diabetes Research and Clinical… Read MoreSep. 26, 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. Behavior shifts in patient portal usage during and after policy changes around test result delivery and notification. AMIA … Annual Symposium proceedings. AMIA Symposium (2024): 1089-1098. https://pmc.ncbi.nlm.nih.gov/articles/PMC12099325/… Read MoreJun. 20, 2025
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Searching for Value Sensitive Design in Applied Health AI: A Narrative Review
Long, Yufei; Novak, Laurie; Walsh, Colin G. Searching for Value Sensitive Design in Applied Health AI: A Narrative Review.Yearbook of Medical Informatics33, no. 1 (2025): 7582.https://doi.org/10.1055/s-0044-1800723. As artificial intelligence (AI) becomes more common in healthcare, it’s important to design these technologies in ways that fit into real-world… Read MoreMay. 21, 2025
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How Difference Tasks Are Affected by Probability Format, Part 2: A Making Numbers Meaningful Systematic Review
Benda, Natalie C.; Zikmund-Fisher, Brian J.; Sharma, Mohit M.; Johnson, Stephen B.; Demetres, Michelle; Delgado, Diana; Ancker, Jessica S. “How Difference Tasks Are Affected by Probability Format, Part 2: A Making Numbers Meaningful Systematic Review.” MDM Policy and Practice 10, no. 1 (2025): 1. Read MoreApr. 23, 2025