Observational Study

Effect of a bladder control self-management program delivered through a health kiosk.

Citation
Zhang Y, Engberg SJ, Courtney KL, Kariuki JK, Matthews JT. Effect of a bladder control self-management program delivered through a health kiosk. J Wound Ostomy Continence Nurs. 2024 May-Jun 01;51(3):213-220. doi: 10.1097/WON.0000000000001073. Epub 2024 May 27. PMID: 38820219; PMCID: PMC11147162.
Principal Investigator
Matthews, Judith T.
Project Name
Self-Management via Health Kiosk by Community-Residing Older Adults

Integrating AI into clinical workflows: A simulation study on implementing AI-aided same-day diagnostic testing following an abnormal screening mammogram.

Citation
Lin Y, Hoyt AC, Manuel VG, Inkelas M, Maehara CK, Ayvaci MUS, Ahsen ME, Hsu W. Integrating AI into clinical workflows: A simulation study on implementing AI-aided same-day diagnostic testing following an abnormal screening mammogram. AMIA Annu Symp Proc. 2025 May 22;2024:713-722. PMID: 40417477; PMCID: PMC12099379.
Principal Investigator
Hsu, William
Hoyt, Anne C
Project Name
Using Artificial Intelligence to Support Efficient Same-Day Diagnostic Imaging in Breast Cancer Screening

An artificial intelligence-based framework for predicting emergency department overcrowding: Development and evaluation study.

Citation
Vural O, Ozaydin B, Aram KY, Booth J, Lindsey BF, Ahmed A. An artificial intelligence-based framework for predicting emergency department overcrowding: Development and evaluation study. JMIR Med Inform. 2025 Sep 17;13:e73960. doi: 10.2196/73960. PMID: 40961493; PMCID: PMC12489414.
Principal Investigator
Ahmed, Abdulaziz
Ozaydin, Bunyamin
Project Name
Building and Implementing a Predictive Decision Support System Based on a Proactive Full Capacity Protocol to Mitigate Emergency Department Overcrowding Problems

Telemedicine and primary care access: A cross-sectional observational study of patients using only telemedicine.

Citation
Tierney AA, Huang J, Gopalan A, Muelly E, Graetz I, Hsueh L, Reed ME. Telemedicine and primary care access: A cross-sectional observational study of patients using only telemedicine. J Gen Intern Med. 2025 Nov;40(14):3363-3370. doi: 10.1007/s11606-025-09770-6. Epub 2025 Aug 4. PMID: 40760372; PMCID: PMC12586742.
Principal Investigator
Reed, Mary
Project Name
Patient Choice of Telemedicine Encounters

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
Machine Learning Validation of Medication Regimen Complexity for Critical Care Pharmacist Resource Prediction

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

Assessing the impact of external and internal factors on emergency department overcrowding.

Citation
Ahmed A, Aram KY, Alzeen M, Vural O, Booth J, Lindsey BF, Ozaydin B. Assessing the impact of external and internal factors on emergency department overcrowding. Healthcare (Basel). 2025 Oct 14;13(20):2577. doi: 10.3390/healthcare13202577. PMID: 41154256; PMCID: PMC12562336.
Principal Investigator
Ahmed, Abdulaziz
Ozaydin, Bunyamin
Project Name
Building and Implementing a Predictive Decision Support System Based on a Proactive Full Capacity Protocol to Mitigate Emergency Department Overcrowding Problems

An artificial intelligence-based framework for predicting emergency department overcrowding: Development and evaluation study.

Citation
Vural O, Ozaydin B, Aram KY, Booth J, Lindsey BF, Ahmed A. An artificial intelligence-based framework for predicting emergency department overcrowding: Development and evaluation study. JMIR Med Inform. 2025 Sep 17;13:e73960. doi: 10.2196/73960. PMID: 40961493; PMCID: PMC12489414.
Principal Investigator
Ahmed, Abdulaziz
Ozaydin, Bunyamin
Project Name
Building and Implementing a Predictive Decision Support System Based on a Proactive Full Capacity Protocol to Mitigate Emergency Department Overcrowding Problems

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