Clinical Staff/Clinician

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

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)

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

"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)

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

Overloaded: How task switching, information synthesis, and poor relational trust make interhospital transfers challenging.

Citation
Yu A, McBeth L, Westcott C, Mueller S, Ozkaynak M, Holliman BD, Maw A, Nicklas J, Jones CD. Overloaded: How task switching, information synthesis, and poor relational trust make interhospital transfers challenging. J Hosp Med. 2025 Dec;20(12):1282-1289. doi: 10.1002/jhm.70084. Epub 2025 May 29. PMID: 40437890.
Principal Investigator
Mueller, Stephanie
Project Name
Advancing Health Information Exchange During Inter-Hospital Transfer to Improve Patient Outcomes

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

Real-time symptom monitoring using electronic patient-reported outcomes: A prospective study protocol to improve safety during care transitions for patients with multiple chronic conditions.

Citation
Plombon S, Rudin RS, Rodriguez J, Garabedian P, Lipsitz S, Edelen M, Leeson M, Smith M, Konieczny K, Dalal AK. Real-time symptom monitoring using electronic patient-reported outcomes: A prospective study protocol to improve safety during care transitions for patients with multiple chronic conditions. J Hosp Med. 2025 May;20(5):534-543. doi: 10.1002/jhm.70013. Epub 2025 Feb 16. PMID: 39956797.
Principal Investigator
Dalal, Anuj K.
Project Name
Real-Time Symptom Monitoring Using ePROs to Prevent Adverse Events During Care Transitions