Patient

Just another tool in their repertoire: Uncovering insights into public and patient perspectives on clinicians' use of machine learning in perioperative care.

Citation
Gonzalez XT, Steger-May K, Abraham J. Just another tool in their repertoire: Uncovering insights into public and patient perspectives on clinicians' use of machine learning in perioperative care. J Am Med Inform Assoc. 2025 Jan 1;32(1):150-162. doi: 10.1093/jamia/ocae257. PMID: 39401245; PMCID: PMC11648718.
Principal Investigator
Abraham, Joanna
Project Name
EnhanCed HandOffs (ECHO)

Effect of a bladder control self-management program delivered through a health kiosk.

Citation
Zhang Y, Engberg SJ, Courtney KL, Kariuki JK, Matthews JT. Effect of a bladder control self-management program delivered through a health kiosk. J Wound Ostomy Continence Nurs. 2024 May-Jun 01;51(3):213-220. doi: 10.1097/WON.0000000000001073. Epub 2024 May 27. PMID: 38820219; PMCID: PMC11147162.
Principal Investigator
Matthews, Judith T.
Project Name
Self-Management via Health Kiosk by Community-Residing Older Adults

Lab-AI: Using retrieval augmentation to enhance language models for personalized lab test interpretation in clinical medicine.

Citation
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.
Principal Investigator
He, Zhe
Lustria, Mia Liza A.
Project Name
LabGenie: A Patient-Engagement Tool to Aid Older Adults' Understanding of Lab Test Results

A randomized controlled trial of artificial intelligence-based analytics for clinical deterioration.

Citation
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.
Principal Investigator
Keim-Malpass, Jessica
Bourque, Jamieson MacDonald
Project Name
Predictive Monitoring: IMPact of Real-Time Predictive Monitoring in Acute Care Cardiology Trial (PM-IMPACCT)

Implementation of virtual reality pain alleviation therapeutic into routine pediatric clinical care: Experiences and perspectives of stakeholders.

Citation
Girin H, Armstrong M, Bjorklund KA, Murphy C, Samora JB, Chang J, Scherzer DJ, Xiang H. Implementation of virtual reality pain alleviation therapeutic into routine pediatric clinical care: Experiences and perspectives of stakeholders. J Med Ext Real. 2024 Sep 26;1(1):179-185. doi: 10.1089/jmxr.2024.0018. PMID: 39473565; PMCID: PMC11514146.
Principal Investigator
Xiang, Henry
Project Name
A Randomized Clinical Trial of Smartphone Virtual Reality for Pain Management During Burn Care Transition

Integrating AI into clinical workflows: A simulation study on implementing AI-aided same-day diagnostic testing following an abnormal screening mammogram.

Citation
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.
Principal Investigator
Hsu, William
Hoyt, Anne C
Project Name
Using Artificial Intelligence to Support Efficient Same-Day Diagnostic Imaging in Breast Cancer Screening

Content validation of an electronic health record-based diabetes self-management support tool for older adults with type 2 diabetes: Qualitative study.

Citation
Narindrarangkura P, Dejhansathit S, Khan U, Day M, Boren SA, Simoes EJ, Kim MS. Content validation of an electronic health record-based diabetes self-management support tool for older adults with type 2 diabetes: Qualitative study. JMIR Diabetes. 2026 Feb 6;11:e83448. doi: 10.2196/83448. PMID: 41650468; PMCID: PMC12880848.
Principal Investigator
Kim, Min Soon
Project Name
Patient-Centered Diabetes Education as an Integral Part of an Electronic Clinic Note using the SEE-Diabetes Modules

Machine learning-based prediction of prolonged duration of mechanical ventilation using medication data.

Citation
Murray B, Zhao B, Chen Z, Smith SE, Kong Y, Shen Y, Li S, Chen X, Sikora A; MRC‐ICU Investigator Team. Machine learning-based prediction of prolonged duration of mechanical ventilation using medication data. Pharmacotherapy. 2026 Feb;46(2):e70090. doi: 10.1002/phar.70090. Epub 2026 Jan 6. PMID: 41495589.
Principal Investigator
Sikora, Andrea
Project Name
Artificial Intelligence-Based Health Information Technology Tools to Optimize Critical Care Pharmacist Resources Through Adverse Drug Event Prediction