Descriptive

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

An artificial intelligence-based framework for predicting emergency department overcrowding: Development and evaluation study.

Citation
Vural O, Ozaydin B, Aram KY, Booth J, Lindsey BF, Ahmed A. An artificial intelligence-based framework for predicting emergency department overcrowding: Development and evaluation study. JMIR Med Inform. 2025 Sep 17;13:e73960. doi: 10.2196/73960. PMID: 40961493; PMCID: PMC12489414.
Principal Investigator
Ahmed, Abdulaziz
Ozaydin, Bunyamin
Project Name
Building and Implementing a Predictive Decision Support System Based on a Proactive Full Capacity Protocol to Mitigate Emergency Department Overcrowding Problems

Lung cancer screening before and after a multifaceted electronic health record intervention: A nonrandomized controlled trial.

Citation
Kukhareva PV, Li H, Caverly TJ, Fagerlin A, Del Fiol G, Hess R, Zhang Y, Butler JM, Schlechter C, Flynn MC, Reddy C, Choi J, Balbin C, Warner IA, Warner PB, Nanjo C, Kawamoto K. Lung cancer screening before and after a multifaceted electronic health record intervention: A nonrandomized controlled trial. JAMA Netw Open. 2024 Jun 3;7(6):e2415383. doi: 10.1001/jamanetworkopen.2024.15383. PMID: 38848065; PMCID: PMC11161845.
Principal Investigator
Kawamoto, Kensaku
Project Name
Engaging Patients to Enable Interoperable Lung Cancer Decision Support at Scale

Lung cancer screening before and after a multifaceted electronic health record intervention: A nonrandomized controlled trial.

Citation
Kukhareva PV, Li H, Caverly TJ, Fagerlin A, Del Fiol G, Hess R, Zhang Y, Butler JM, Schlechter C, Flynn MC, Reddy C, Choi J, Balbin C, Warner IA, Warner PB, Nanjo C, Kawamoto K. Lung cancer screening before and after a multifaceted electronic health record intervention: A nonrandomized controlled trial. JAMA Netw Open. 2024 Jun 3;7(6):e2415383. doi: 10.1001/jamanetworkopen.2024.15383. PMID: 38848065; PMCID: PMC11161845.
Principal Investigator
Kawamoto, Kensaku
Project Name
Scalable Decision Support and Shared Decision Making for Lung Cancer Screening