Patient

Prediction of pharmacist medication interventions using medication regimen complexity.

Citation
Zhao B, Shen Y, Devlin JW, Murphy DJ, Smith SE, Murray B, Rowe S, Sikora A. Prediction of pharmacist medication interventions using medication regimen complexity. JAMIA Open. 2025 Nov 3;8(6):ooaf138. doi: 10.1093/jamiaopen/ooaf138. PMID: 41190317; PMCID: PMC12582545.
Principal Investigator
Sikora, Andrea
Project Name
Artificial Intelligence-Based Health Information Technology Tools to Optimize Critical Care Pharmacist Resources Through Adverse Drug Event Prediction

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)

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

Using smart displays to implement an eHealth system for older adults with multiple chronic conditions: Randomized controlled trial.

Citation
Landucci G, Gustafson DH Sr, Mares ML, Pe-Romashko K, Curtin JJ, Hu Y, Maus A, Thompson K, Saunders S, Brown K, Woodburn J, Mutlu B. Using smart displays to implement an eHealth system for older adults with multiple chronic conditions: Randomized controlled trial. JMIR Aging. 2025 Nov 18;8:e75991. doi: 10.2196/75991. PMID: 40961249; PMCID: PMC12673301.
Principal Investigator
Gustafson, David H.
Mares, Marie-Louise
Project Name
Using Smart Devices to Implement an Evidence-based eHealth System for Older Adults

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

Comparison of asynchronous telepsychiatry vs synchronous telepsychiatry (CATELEST) in skilled nursing facilities: A randomized controlled noninferiority clinical trial.

Citation
Xiong GL, Iosif AM, Gonzalez AD, Fisher A, Candido M, Burke MM, Kahn DR, Yellowlees P. Comparison of asynchronous telepsychiatry vs synchronous telepsychiatry (CATELEST) in skilled nursing facilities: A randomized controlled noninferiority clinical trial. J Am Med Dir Assoc. 2025 Sep;26(9):105753. doi: 10.1016/j.jamda.2025.105753. Epub 2025 Aug 5. PMID: 40684800.
Principal Investigator
Xiong, Glen
Project Name
Comparison of Asynchronous Telepsychiatry Alongside Synchronous Telepsychiatry in Skilled Nursing Facilities