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Wang X, Ouyang H, Bhasuran B, Luo X, Hanna K, Lustria MLA, He Z. Lab-AI: Using retrieval augmentation to enhance language models for personalized lab test interpretation in clinical medicine. Proc (IEEE Int Conf Healthc Inform). 2025;2025:359-368. doi: 10.1109/ICHI64645.2025.00025. PMID: 41409767; PMCID: PMC12707499.

Keim-Malpass J, Ratcliffe SJ, Clark MT, Krahn KN, Monfredi OJ, Hamil S, Yousefvand G, Jones MK, Nelson A, Moorman LP, Moorman JR, Bourque JM. A randomized controlled trial of artificial intelligence-based analytics for clinical deterioration. Sci Rep. 2026 Feb 5;16(1):7345. doi: 10.1038/s41598-026-39051-z. PMID: 41644641; PMCID: PMC12923516.

Lin Y, Hoyt AC, Manuel VG, Inkelas M, Maehara CK, Ayvaci MUS, Ahsen ME, Hsu W. Integrating AI into clinical workflows: A simulation study on implementing AI-aided same-day diagnostic testing following an abnormal screening mammogram. AMIA Annu Symp Proc. 2025 May 22;2024:713-722. PMID: 40417477; PMCID: PMC12099379.

Wang L., Park H., Vallamkonda S., Seger DL., Blackley SV., Garabedian PM., Goss F., Blumenthal KG., Bates DW., Murphy S, Zhou L. Dynamic reaction picklist for improving allergy reaction documentation: A usability study. Int J of Med Inform. 2023 Feb;170:104939. doi.org/10.1016/j.ijmedinf.2022.104939.Epub 2022 Dec 5. PMID:36529027; PMCID: PMC10167939.

Chen JT, Mehrizi R, Aasman B, Gong MN, Mirhaji P. Long short-term memory model identifies ARDS and in-hospital mortality in both non-COVID-19 and COVID-19 cohort. BMJ Health Care Inform. 2023 Sep;30(1):e100782. doi: 10.1136/bmjhci-2023-100782. PMID: 37709302; PMCID: PMC10503386.

Boxley C, Fujimoto M, Ratwani RM, Fong A. A text mining approach to categorize patient safety event reports by medication error type. Sci Rep. 2023 Oct 26;13(1):18354. doi: 10.1038/s41598-023-45152-w. PMID: 37884577; PMCID: PMC10603175.

Grannis S. Enhancing Patient Matching in Support of Operational Health Information Exchange - Final Report. (Prepared by Indiana University-Purdue University at Indianapolis under Grant No. R01 HS023808). Rockville, MD: Agency for Healthcare Research and Quality, 2023.

Marsolo K, Kiernan D, Toh S, Phua J, Louzao D, Haynes K, Weiner M, Angulo F, Bailey C, Bian J, Fort D, Grannis S, Krishnamurthy AK, Nair V, Rivera P, Silverstein J, Zirkle M, Carton T. Assessing the impact of privacy-preserving record linkage on record overlap and patient demographic and clinical characteristics in PCORnet®, the National Patient-Centered Clinical Research Network. J Am Med Inform Assoc. 2023 Feb 16;30(3):447-455. doi: 10.1093/jamia/ocac229. PMID: 36451264; PMCID: PMC9933062.

Kiernan D, Carton T, Toh S, Phua J, Zirkle M, Louzao D, Haynes K, Weiner M, Angulo F, Bailey C, Bian J, Fort D, Grannis S, Krishnamurthy AK, Nair V, Rivera P, Silverstein J, Marsolo K. Establishing a framework for privacy-preserving record linkage among electronic health record and administrative claims databases within PCORnet®, the National Patient-Centered Clinical Research Network. BMC Res Notes. 2022 Oct 31;15(1):337. doi: 10.1186/s13104-022-06243-5. PMID: 36316778; PMCID: PMC9620597.

Grannis SJ, Williams JL, Kasthuri S, Murray M, Xu H. Evaluation of real-world referential and probabilistic patient matching to advance patient identification strategy. J Am Med Inform Assoc. 2022 Jul 12;29(8):1409-1415. doi: 10.1093/jamia/ocac068. PMID: 35568993; PMCID: PMC9277641.