Journal Publication

Association rule mining of real-world data: Uncovering links between race, glycemic control, lipid profiles, and suicide attempts in individuals with diabetes.

Citation
Narindrarangkura P, Alafaireet PE, Khan U, Kim MS. Association rule mining of real-world data: Uncovering links between race, glycemic control, lipid profiles, and suicide attempts in individuals with diabetes. Inform Med Unlocked. 2023 Sep 1;42:101345. doi: 10.1016/j.imu.2023.101345. PMCID: PMC10634724; NIHMSID: NIHMS1941136; PMID: 37946845.
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

Predicting suicide attempts among people with diabetes using a large multicenter electronic health records dataset.

Citation
Narindrarangkura P, Alafaireet PE, Khan U, Kim MS. Predicting suicide attempts among people with diabetes using a large multicenter electronic health records dataset. Int J Psychiatry Med. 2023 Jul;58(4):302-324. doi: 10.1177/00912174231162477. Epub 2023 Mar 6. PMID: 36872916.
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

Cardiometabolic risk in pediatric patients with intellectual and developmental disabilities.

Citation
Nolan MB, Asche SE, Barton K, Benziger CP, Ekstrom HL, Essien I, O'Connor PJ, Allen CI, Freitag LA, Kharbanda EO. Cardiometabolic risk in pediatric patients with intellectual and developmental disabilities. Am J Prev Med. 2025 Mar;68(3):429-436. doi: 10.1016/j.amepre.2024.11.013. Epub 2024 Nov 29. PMID: 39615766.
Principal Investigator
Kharbanda, Elyse
Benziger, Catherine
Project Name
Improving Recognition and Management of Hypertension in Youth: Comparing Approaches for Extending Effective CDS for use in a Large Rural Health System

Conducting internet-based visits for onboarding populations with limited digital literacy to an mHealth intervention: Development of a patient-centered approach.

Citation
Hernandez-Ramos R, Aguilera A, Garcia F, Miramontes-Gomez J, Pathak LE, Figueroa CA, Lyles CR. Conducting internet-based visits for onboarding populations with limited digital literacy to an mHealth intervention: Development of a patient-centered approach. JMIR Form Res. 2021 Apr 29;5(4):e25299. doi: 10.2196/25299. PMID: 33872184; PMCID: PMC8086779.
Principal Investigator
Aguilera, Adrian
Project Name
Improving Diabetes and Depression Self-Management Via Adaptive Mobile Messaging

Incorporating patient, caregiver, and provider perspectives in the co-design of an app to guide Hospital at Home admission decisions: a qualitative analysis.

Citation
Kowalkowski M, Eaton T, Reeves KW, Kramer J, Murphy S, Hole C, Chou SH, Aneralla A, McWilliams A. Incorporating patient, caregiver, and provider perspectives in the co-design of an app to guide Hospital at Home admission decisions: a qualitative analysis. JAMIA Open. 2024 Aug 16;7(3):ooae079. doi: 10.1093/jamiaopen/ooae079. PMID: 39156047; PMCID: PMC11328531.
Principal Investigator
Kowalkowski, Marc
McWilliams, Andrew D.
Project Name
Personalized Clinical Decision Support to Improve Participation in Hospital at Home

Implementation of an EHR-integrated web-based depression assessment in primary care: PORTAL-Depression.

Citation
Franco MI, Staab EM, Zhu M, Deehan W, Moses J, Gibbons R, Vinci L, Shah S, Yohanna D, Beckman N, Laiteerapong N. Implementation of an EHR-integrated web-based depression assessment in primary care: PORTAL-Depression. JAMIA Open. 2024 Sep 24;7(3):ooae094. doi: 10.1093/jamiaopen/ooae094. PMID: 39473829; PMCID: PMC11519040.
Principal Investigator
Laiteerapong, Neda
Project Name
Patient Outcomes Reporting for Timely Assessments of Life with Depression: PORTAL-Depression

Digital health technology to support patient-centered shared decision making at point of care for juvenile idiopathic arthritis.

Citation
Huang B, Kouril M, Chen C, Daraiseh NM, Ferraro K, Mannion ML, Brunner HI, Lovell DJ, Morgan EM. Digital health technology to support patient-centered shared decision making at point of care for juvenile idiopathic arthritis. Front Pediatr. 2024 Oct 25;12:1457538. doi: 10.3389/fped.2024.1457538. PMID: 39525833; PMCID: PMC11543470.
Principal Investigator
Morgan, Esi M.
Huang, Bin
Project Name
Inform Shared Decision Making with Advanced Bayesian Causal Inference to Improve Quality of Pediatric Rheumatology Care

A model of academic-practice collaboration for facilitating informatics capacity and building a learning health system framework in public health.

Citation
Rajamani S, Solarz S, Muscoplat MH, Schmit AD, Gonderinger A, Brueske C, Fritz J, Emerson E, Melton GB. A model of academic-practice collaboration for facilitating informatics capacity and building a learning health system framework in public health. Learn Health Syst. 2024 Aug 12;8(4):e10446. doi: 10.1002/lrh2.10446. PMID: 39444508; PMCID: PMC11493548.
Principal Investigator
Rajamani, Sripriya
Project Name
Advancing Population and Public Health Reporting and Outcomes With Vaccination Data Exchange (APPROVE)

Universal clinical decision support tool for thromboprophylaxis in hospitalized COVID-19 patients: Post hoc analysis of the IMPROVE-DD cluster randomized trial.

Citation
Goldin M, Tsaftaridis N, Koulas I, Solomon J, Qiu M, Leung T, Smith K, Ochani K, McGinn T, Spyropoulos AC. Universal clinical decision support tool for thromboprophylaxis in hospitalized COVID-19 patients: Post hoc analysis of the IMPROVE-DD cluster randomized trial. J Thromb Haemost. 2024 Nov;22(11):3172-3182. doi: 10.1016/j.jtha.2024.07.025. Epub 2024 Aug 14. PMID: 39128654.
Principal Investigator
Spyropoulos, Alex
McGinn, Thomas G.
Project Name
Implementation of a Novel Multi-Platform Evidence-Based Clinical Decision Support System

External validation of a commercial artificial intelligence algorithm on a diverse population for detection of false negative breast cancers.

Citation
Plimpton SR, Milch H, Sears C, Chalfant J, Hoyt A, Fischer C, Hsu W, Joines M. External validation of a commercial artificial intelligence algorithm on a diverse population for detection of false negative breast cancers. J Breast Imaging. 2024 Oct 14:wbae058. doi: 10.1093/jbi/wbae058. Epub ahead of print. PMID: 39401322.
Principal Investigator
Hsu, William
Hoyt, Anne C
Project Name
Using Artificial Intelligence to Support Efficient Same-Day Diagnostic Imaging in Breast Cancer Screening