Descriptive

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

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

Evaluating cost savings associated with a patient-facing asthma mobile health intervention.

Citation
Nadelmann J, Patel M, Lane S, Hammock J, Stark A, Jariwala SP. Evaluating cost savings associated with a patient-facing asthma mobile health intervention. Appl Clin Inform. 2025 Aug;16(4):1086-1094. doi: 10.1055/a-2595-3329. Epub 2025 Apr 28. PMID: 40294633; PMCID: PMC12431811.
Principal Investigator
Feldman, Jonathan M
Jariwala, Sunit
Project Name
A Novel Patient-Facing Mobile Platform to Collect and Implement Patient-Reported Outcomes and Voice Biomarkers in Underserved Adult Patients with Asthma

Implementing and evaluating the clinical outcomes of an asthma management mobile application.

Citation
Sakleshpur S, Mowrey W, Green S, Feldman J, Reznik M, Su Z, Zheng K, Jariwala SP. Implementing and evaluating the clinical outcomes of an asthma management mobile application. Respir Care. 2025 Oct;70(10):1257-1266. doi: 10.1089/respcare.12312. Epub 2025 May 19. PMID: 40379484.
Principal Investigator
Jariwala, Sunit
Project Name
Adapting, Scaling, and Spreading an Algorithmic Asthma Mobile Intervention to Promote Patient-Reported Outcomes Within Primary Care Settings

Large language models management of complex medication regimens: A case-based evaluation.

Citation
Chase A, Most A, Xu S, Barreto E, Murray B, Henry K, Smith S, Hedrick T, Chen X, Li S, Liu T, Sikora A. Large language models management of complex medication regimens: A case-based evaluation. Front Pharmacol. 2025 Nov 24;16:1514445. doi: 10.3389/fphar.2025.1514445. PMID: 41368579; PMCID: PMC12682882.
Principal Investigator
Sikora, Andrea
Project Name
Artificial Intelligence-Based Health Information Technology Tools to Optimize Critical Care Pharmacist Resources Through Adverse Drug Event Prediction

Large language models management of complex medication regimens: A case-based evaluation.

Citation
Chase A, Most A, Xu S, Barreto E, Murray B, Henry K, Smith S, Hedrick T, Chen X, Li S, Liu T, Sikora A. Large language models management of complex medication regimens: A case-based evaluation. Front Pharmacol. 2025 Nov 24;16:1514445. doi: 10.3389/fphar.2025.1514445. PMID: 41368579; PMCID: PMC12682882.
Principal Investigator
Sikora, Andrea
Project Name
Machine Learning Validation of Medication Regimen Complexity for Critical Care Pharmacist Resource Prediction

Shared decision making using digital twins in knee osteoarthritis care: A randomized clinical trial of an AI-enabled decision aid versus education alone on decision quality, physical function, and user experience.

Citation
Jayakumar P, Rathouz PJ, Lin E, Trutner Z, Uhler LM, Andrawis J, Koenig KM, Tsevat J, Bozic KJ. Shared decision making using digital twins in knee osteoarthritis care: A randomized clinical trial of an AI-enabled decision aid versus education alone on decision quality, physical function, and user experience. EClinicalMedicine. 2025 Oct 4;89:103545. doi: 10.1016/j.eclinm.2025.103545. PMID: 41112505; PMCID: PMC12528923.
Principal Investigator
Bozic, Kevin John
Tsevat, Joel
Project Name
Incorporating Patient-Reported Outcomes into Shared Decision Making with Patients with Osteoarthritis of the Knee

Patient-contributed data and medication safety: A study on self-reporting behaviors among patients with cancer.

Citation
Mao X, Chen S, Huang X, Gahn K, Wang J, Gong Y, Jiang Y. Patient-contributed data and medication safety: A study on self-reporting behaviors among patients with cancer. Stud Health Technol Inform. 2025 Aug 7;329:460-464. doi: 10.3233/SHTI250882. PMID: 40775900.
Principal Investigator
Jiang, Yun
Gong, Yang
Project Name
Patient Engagement in Reporting Medication Events During Transitions of Care