Clinical Decision Support System

Aggregating patient safety and status information in the electronic health record to support time-sensitive mobility interventions in the intensive care unit: Protocol for the design and testing of a clinical decision support tool.

Citation
Krupp A, Dunn H, Knake L, Ten Eyck P, Frey-Law L, Dunn Lopez K. Aggregating patient safety and status information in the electronic health record to support time-sensitive mobility interventions in the intensive care unit: Protocol for the design and testing of a clinical decision support tool. JMIR Res Protoc. 2025 Oct 16;14:e75752. doi: 10.2196/75752. PMID: 41100854; PMCID: PMC12576298.
Principal Investigator
Krupp, Anna
Dunn Lopez, Karen
Project Name
Improving Identification And Coordination Of Mobility Interventions In The ICU Using Clinical Decision Support

"Everyone has a role in this": Evaluating organizational readiness for a digital solution to support hypertension care teams and patients.

Citation
Canfield SM, Rolbiecki AJ, Ghosh P, Martinez W, Shaffer VA, Montgomery EE, Dorr DA, Koopman RJ. "Everyone has a role in this": Evaluating organizational readiness for a digital solution to support hypertension care teams and patients. Appl Clin Inform. 2025 Aug;16(4):1219-1230. doi: 10.1055/a-2606-9326. Epub 2025 Sep 26. PMID: 41005754; PMCID: PMC12473525.
Principal Investigator
Dorr, David
Koopman, Richelle J.
Project Name
Collaboration-Oriented Approach to Controlling High Blood Pressure (COACH)

PharmacyGPT: Exploration of artificial intelligence for medication management in the intensive care unit.

Citation
Liu Z, Xu S, Wu Z, Murray B, F Barreto E, Li S, Liu W, Li X, Liu T, Sikora A. PharmacyGPT: Exploration of artificial intelligence for medication management in the intensive care unit. BMC Med Inform Decis Mak. 2025 Oct 28;25(1):398. doi: 10.1186/s12911-025-03230-1. PMID: 41152866; PMCID: PMC12570815.
Principal Investigator
Sikora, Andrea
Project Name
Machine Learning Validation of Medication Regimen Complexity for Critical Care Pharmacist Resource Prediction

PharmacyGPT: Exploration of artificial intelligence for medication management in the intensive care unit.

Citation
Liu Z, Xu S, Wu Z, Murray B, F Barreto E, Li S, Liu W, Li X, Liu T, Sikora A. PharmacyGPT: Exploration of artificial intelligence for medication management in the intensive care unit. BMC Med Inform Decis Mak. 2025 Oct 28;25(1):398. doi: 10.1186/s12911-025-03230-1. PMID: 41152866; PMCID: PMC12570815.
Principal Investigator
Sikora, Andrea
Project Name
Artificial Intelligence-Based Health Information Technology Tools to Optimize Critical Care Pharmacist Resources Through Adverse Drug Event Prediction

Pilot trial of Nutri, a digital intervention for personalized dietary management of diabetes in safety-net primary care.

Citation
Burgermaster M, Rosenthal M, Altillo BS, Flores MR, Nayak E, Larson DN, Custer J, Okunade L, Tierney WM, Andrews S, Daniels G, Rathouz PJ. Pilot trial of Nutri, a digital intervention for personalized dietary management of diabetes in safety-net primary care. J Nutr Educ Behav. 2025 Jul;57(7):614-626. doi: 10.1016/j.jneb.2025.03.015. Epub 2025 May 26. PMID: 40418204.
Principal Investigator
Burgermaster, Marissa
Project Name
Clinical Decision Support for Collaborative Diet Goal Setting in Primary Care

Clinician needs and requirements for a decision aid navigator: Qualitative study.

Citation
Morse B, Reale C, Nguyen AT, Latella E, Bauguess H, Anders S, Roberts P, SooHoo SL, El-Kareh R, Soares A, Schilling L. Clinician needs and requirements for a decision aid navigator: Qualitative study. JMIR Hum Factors. 2025 Aug 21;12:e69756. doi: 10.2196/69756. PMID: 40840367; PMCID: PMC12370259.
Principal Investigator
Schilling, Lisa M
Soares, Andrey
Project Name
An Interoperable, Reusable, and Scalable Shared Decision Aid Navigator System: Supporting the 5 Rights of Patient Shared Decision Making

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

To share is human! Advancing evidence into practice through a national repository of interoperable clinical decision support.

Citation
Lomotan EA, Meadows G, Michaels M, Michel JJ, Miller K. To share is human! Advancing evidence into practice through a national repository of interoperable clinical decision support. Appl Clin Inform. 2020 Jan;11(1):112-121. doi: 10.1055/s-0040-1701253. Epub 2020 Feb 12. PMID: 32052388; PMCID: PMC7015815.
Principal Investigator
Lenox, Michelle
Project Name
Patient-Centered Outcomes Research Clinical Decision Support (CDS) Connect

Integrating a risk prediction score in a clinical decision support to identify patients with health-related social needs in the emergency department.

Citation
Mazurenko O, Harle CA, Musey PI Jr, Schleyer TK, Sanner LM, Vest JR. Integrating a risk prediction score in a clinical decision support to identify patients with health-related social needs in the emergency department. JAMIA Open. 2025 Jul 4;8(4):ooaf060. doi: 10.1093/jamiaopen/ooaf060. PMID: 40626324; PMCID: PMC12233013.
Principal Investigator
Vest, Joshua Ryan
Project Name
Predictive Modeling for Social Needs in Emergency Department Settings