Clinical Decision Support System

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

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

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

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

A pragmatic, stepped-wedge, hybrid type II trial of interoperable clinical decision support to improve venous thromboembolism prophylaxis for patients with traumatic brain injury.

Citation
Tignanelli CJ, Shah S, Vock D, Siegel L, Serrano C, Haut E, Switzer S, Martin CL, Rizvi R, Peta V, Jenkins PC, Lemke N, Thyvalikakath T, Osheroff JA, Torres D, Vawdrey D, Callcut RA, Butler M, Melton GB. A pragmatic, stepped-wedge, hybrid type II trial of interoperable clinical decision support to improve venous thromboembolism prophylaxis for patients with traumatic brain injury. Implement Sci. 2024 Aug 5;19(1):57. doi: 10.1186/s13012-024-01386-4. PMID: 39103955; PMCID: PMC11299263.
Principal Investigator
Tignanelli, Christopher J.
Melton-Meaux, Genevieve
Project Name
Evaluation of the SCALED (SCaling AcceptabLE cDs) Approach for the Implementation of Interoperable Clinical Decision Support for Venous Thromboembolism Prevention

Impact of personalized risk scores on shared decision making in left ventricular assist device implantation: Findings from a qualitative study.

Citation
Kaplan H, Kostick-Quenet K, Lang B, Volk RJ, Blumenthal-Barby J. Impact of personalized risk scores on shared decision making in left ventricular assist device implantation: Findings from a qualitative study. Patient Educ Couns. 2025 Jan;130:108418. doi: 10.1016/j.pec.2024.108418. Epub 2024 Sep 11. PMID: 39288559.
Principal Investigator
Blumenthal-Barby, Jennifer
Project Name
A Multi-Site Trial to Test Benefits of Adding a Personalized Risk Calculator to an Online Decision Aid for Left Ventricular Assist Device

Electronic health record-based screening for intimate partner violence: A cluster randomized clinical trial.

Citation
Lenert L, Rheingold AA, Simpson KN, Scherbakov D, Aiken M, Hahn C, McCauley JL, Ennis N, Diaz VA. Electronic health record-based screening for intimate partner violence: A cluster randomized clinical trial. JAMA Netw Open. 2024 Aug 1;7(8):e2425070. doi: 10.1001/jamanetworkopen.2024.25070. PMID: 39088215; PMCID: PMC11294960.
Principal Investigator
Lenert, Leslie A.
Rheingold, Alyssa Ann
Project Name
EHR-based Screening and Intervention for Intimate Partner Violence

Implementation of lung cancer screening in primary care and pulmonary clinics: Pragmatic clinical trial of electronic health record-integrated everyday shared decision making tool and clinician-facing prompts.

Citation
Kukhareva PV, Li H, Caverly TJ, Del Fiol G, Fagerlin A, Butler JM, Hess R, Zhang Y, Taft T, Flynn MC, Reddy C, Martin DK, Rodriguez-Loya S, Warner PB, Kawamoto K. Implementation of lung cancer screening in primary care and pulmonary clinics: Pragmatic clinical trial of electronic health record-integrated everyday shared decision making tool and clinician-facing prompts. Chest. 2023 May 2:S0012-3692(23)00641-4. doi: 10.1016/j.chest.2023.04.040. Epub ahead of print. PMID: 37142092.
Principal Investigator
Kawamoto, Kensaku
Project Name
Scalable Decision Support and Shared Decision Making for Lung Cancer Screening

Considerations for using predictive models that include race as an input variable: The case study of lung cancer screening.

Citation
Stevens ER, Caverly T, Butler JM, Kukhareva P, Richardson S, Mann DM, Kawamoto K. Considerations for using predictive models that include race as an input variable: The case study of lung cancer screening. J Biomed Inform. 2023 Nov;147:104525. doi: 10.1016/j.jbi.2023.104525. Epub 2023 Oct 14. PMID: 37844677.
Principal Investigator
Kawamoto, Kensaku
Project Name
Engaging Patients to Enable Interoperable Lung Cancer Decision Support at Scale