Quantitative

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)

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

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
Machine Learning Validation of Medication Regimen Complexity for Critical Care Pharmacist Resource Prediction

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

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

Telehealth Education Leveraging Electronic Transitions Of Care for COPD Patients (TELE-TOC): A study protocol for a type II hybrid effectiveness-implementation randomised, pragmatic clinical trial of a pharmacist-led intervention.

Citation
Ramadurai D, Lee CT, Traeger L, Pucci G, Jackson-Sagredo A, Shah S, Abraham J, Arora VM, Press VG. Telehealth Education Leveraging Electronic Transitions Of Care for COPD Patients (TELE-TOC): A study protocol for a type II hybrid effectiveness-implementation randomised, pragmatic clinical trial of a pharmacist-led intervention. BMJ Open. 2025 Nov 4;15(11):e105521. doi: 10.1136/bmjopen-2025-105521. PMID: 41193196; PMCID: PMC12587980.
Principal Investigator
Press, Valerie G.
Abraham, Joanna
Arora, Vineet
Project Name
TELE-TOC Telehealth Education Leveraging Electronic Transitions of Care for COPD Patients