Clinical Decision Support System

Financial toxicity considerations in breast reconstruction: Recommendations for research and practice.

Citation
Kinzer H, Lee CN, Cooksey K, Myckatyn T, Olsen MA, Foraker R, Johnson AR, Politi MC. Financial toxicity considerations in breast reconstruction: Recommendations for research and practice. Womens Health Issues. 2024 Mar-Apr;34(2):107-114. doi: 10.1016/j.whi.2024.01.005. Epub 2024 Feb 26. PMID: 38413293; PMCID: PMC11920895.
Principal Investigator
Politi, Mary
Project Name
Implementing a Breast Reconstruction Decision Support Tool in Diverse Practice Settings

A clinical decision support system for addressing health-related social needs in emergency department: Defining end user needs and preferences.

Citation
Mazurenko O, Hirsh AT, Harle CA, McNamee C, Vest JR. A clinical decision support system for addressing health-related social needs in emergency department: Defining end user needs and preferences. Appl Clin Inform. 2024 Oct;15(5):1097-1106. doi: 10.1055/s-0044-1791816. Epub 2024 Dec 18. PMID: 39694069; PMCID: PMC11655153.
Principal Investigator
Vest, Joshua Ryan
Project Name
Predictive Modeling for Social Needs in Emergency Department Settings

Acceptance of automated social risk scoring in the emergency department: Clinician, staff, and patient perspectives.

Citation
Mazurenko O, Hirsh AT, Harle CA, McNamee C, Vest JR. Acceptance of automated social risk scoring in the emergency department: Clinician, staff, and patient perspectives. West J Emerg Med. 2024 Jul;25(4):614-623. doi: 10.5811/westjem.18577. PMID: 39028248; PMCID: PMC11254143.
Principal Investigator
Vest, Joshua Ryan
Project Name
Predictive Modeling for Social Needs in Emergency Department Settings

A web-based tool to perform a values clarification for stroke prevention in patients with atrial fibrillation: Design and preliminary testing study.

Citation
Dorsch MP, Flynn AJ, Greer KM, Ganai S, Barnes GD, Zikmund-Fisher B. A web-based tool to perform a values clarification for stroke prevention in patients with atrial fibrillation: Design and preliminary testing study. JMIR Cardio. 2025 Apr 11;9:e67956. doi: 10.2196/67956. PMID: 40215398; PMCID: PMC12007723.
Principal Investigator
Dorsch, Michael
Project Name
A User-Centered Designed Anticoagulation Shared Decision Making Tool for Stroke Prevention in Atrial Fibrillation

The PICU data collaborative: A novel, multi-institutional, pediatric critical care dataset.

Citation
Farris RWD, Shah SS, Bennett TD, Brown SR, Cornell TT, Dziorny AC, Flynn A, Grunwell J, Heneghan JA, Kennedy CE, Kretsu A, Mendonca E, Nishisaki A, Rogerson C, Tawfik DS, Wetzel RC, Sanchez-Pinto LN; PICU Data Collaborative. The PICU data collaborative: A novel, multi-institutional, pediatric critical care dataset. Pediatr Crit Care Med. 2025 Jul 1;26(7):e941-e951. doi: 10.1097/PCC.0000000000003758. Epub 2025 Apr 30. PMID: 40304542; PMCID: PMC12221772.
Principal Investigator
Dziorny, Adam C.
Shah, Sareen S.
Project Name
ML-ROVER: Machine Learning to Reduce Laboratory Test Overutilization

Developing and evaluating SEE-Diabetes: A patient-centered educational decision Support System for Diabetes care.

Citation
Narindrarangkura P, Dejhansathit S, Khan U, Day M, Boren SA, Simoes EJ, Kim MS. Developing and evaluating SEE-Diabetes: A patient-centered educational decision Support System for Diabetes care. J Eval Clin Pract. 2025 Feb;31(1):e14234. doi: 10.1111/jep.14234. Epub 2024 Nov 4. PMID: 39494699; PMCID: PMC12145152.
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

Study protocol: Collaboration Oriented Approach to Controlling High Blood Pressure (COACH) in adults - A randomised controlled trial.

Citation
Dorr DA, Montgomery E, Ghumman AJ, Michaels L, Rolbiecki A, Canfield S, Shaffer V, Johnson B, Lockwood M, Ghosh P, Martinez W, Koopman R; COACH Consortium. Study protocol: Collaboration Oriented Approach to Controlling High Blood Pressure (COACH) in adults - A randomised controlled trial. BMJ Open. 2024 Jul 8;14(7):e085898. doi: 10.1136/bmjopen-2024-085898. PMID: 38977368; PMCID: PMC11256044.
Principal Investigator
Dorr, David
Koopman, Richelle J.
Project Name
Collaboration-Oriented Approach to Controlling High Blood Pressure (COACH)

Artificial Intelligence and Human Factors in Healthcare Quality & Safety

Description

Using a conference model, this study convenes a multidisciplinary group of experts to explore the integration of human factors engineering approaches in the implementation of artificial intelligence in healthcare, providing an opportunity for ongoing collaboration and research to disseminate knowledge and implement best practices that enhance efficiency, prevent provider burnout, and ultimately improve healthcare quality, safety, and value.

Grant Number
R13 HS030350
Principal Investigator(s)
Bruno, Michael A.