Clinical Decision Support System

Implementation, Adoption, and Scaling Workgroup: Text message-facilitated PC CDS implementation: Key considerations and promising practices [internet].

Citation
Heaney-Huls K, Kawamoto K, Lobach DF, Jiménez F, Ryan S, Desai PJ; CDSiC Implementation, Adoption, and Scaling Workgroup; Dullabh PM. Implementation, Adoption, and Scaling Workgroup: Text message-facilitated PC CDS implementation: Key considerations and promising practices [internet]. Rockville (MD): Agency for Healthcare Research and Quality (US); 2025 Aug. PMID: 40991752.
Project Name
Clinical Decision Support Innovation Collaborative (CDSiC)

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

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

Assessment of 3 standards-based clinical decision support (CDS) tools in an academic electronic health record using Clinical Quality Language, CDS Hooks, and Fast Healthcare Interoperability Resources: A retrospective evaluation.

Citation
Isabelle M, Ip IK, Bakhtin M, Schneider L, Raja AS, Dutta S, Landman A, Lacson R. Assessment of 3 standards-based clinical decision support (CDS) tools in an academic electronic health record using Clinical Quality Language, CDS Hooks, and Fast Healthcare Interoperability Resources: A retrospective evaluation. JAMIA Open. 2025 Jul 30;8(4):ooaf085. doi: 10.1093/jamiaopen/ooaf085. PMID: 40741009; PMCID: PMC12309839.
Principal Investigator
Lacson, Ronilda
Project Name
Clinical Decision Support for Disseminating and Implementing Patient-Centered Outcomes Research Clinical Evidence

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
Artificial Intelligence-Based Health Information Technology Tools to Optimize Critical Care Pharmacist Resources Through Adverse Drug Event Prediction