Clinical Staff/Clinician

User-centered redesign of a clinical decision support system for pneumonia in the emergency department.

Citation
Christensen MA, Beebe R, Chen A, Reale C, Faiman J, Wrenn JO, Gradwohl SC, Slagle JM, Weitkamp AO, Nance BA, Kuttler KG, Carr JR, Peltan ID, Brown SM, Dean NC, Anders S, Ward MJ. User-centered redesign of a clinical decision support system for pneumonia in the emergency department. Appl Clin Inform. 2026 Jan;17(1):89-98. doi: 10.1055/a-2808-9190. Epub 2026 Feb 27. PMID: 41760359; PMCID: PMC12948636.
Principal Investigator
Dean, Nathan C.
Langlotz, Curtis P.
Ward, Michael J.
Project Name
Development of SMART on FHIR Interoperable Clinical Decision Support for Emergency Department Patients with Pneumonia and Pilot Deployment into Novel Epic Electronic Health Record Environments

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)

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

Development of a patient-facing clinical decision support application for hypertension.

Citation
Bobo M, Canfield SM, Shaffer V, Storer M, Michaels L, Yates A, Rolbiecki AJ, Koopman R, Dorr D. Development of a patient-facing clinical decision support application for hypertension. Appl Clin Inform. 2025 Aug;16(4):1298-1309. doi: 10.1055/a-2697-2107. Epub 2025 Sep 8. PMID: 40921196; PMCID: PMC12507491.
Principal Investigator
Dorr, David
Koopman, Richelle J.
Project Name
Collaboration-Oriented Approach to Controlling High Blood Pressure (COACH)

Development of a patient-facing clinical decision support application for hypertension.

Citation
Bobo M, Canfield SM, Shaffer V, Storer M, Michaels L, Yates A, Rolbiecki AJ, Koopman R, Dorr D. Development of a patient-facing clinical decision support application for hypertension. Appl Clin Inform. 2025 Aug;16(4):1298-1309. doi: 10.1055/a-2697-2107. Epub 2025 Sep 8. PMID: 40921196; PMCID: PMC12507491.
Principal Investigator
Dorr, David
Project Name
Translating Hypertension Guidelines into Practice: Development of Interoperable Clinical Decision Support

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

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

"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)

Evaluation of a novel electric health record sidecar application to display rheumatoid arthritis clinical outcomes during clinic visits: Results of a stepped-wedge cluster randomized pragmatic trial.

Citation
Schmajuk G, Li J, Nasrallah C, Wilson C, Hamblin A, Hariz C, Young C, Shiboski S, Kersey E, Nakamura M, Ashouri JF, Matloubian M, Gross AJ, Barton J, Berrean B, Prugh J, Yazdany J. Evaluation of a novel electric health record sidecar application to display rheumatoid arthritis clinical outcomes during clinic visits: Results of a stepped-wedge cluster randomized pragmatic trial. Arthritis Care Res (Hoboken). 2025 Dec 18:10.1002/acr.70016. doi: 10.1002/acr.70016. Epub ahead of print. PMID: 41412977; PMCID: PMC12900517.
Principal Investigator
Schmajuk, Gabriela
Project Name
Incorporating PRO Data Into RA Clinical Encounters Using Health-IT (PACT)