Clinical Decision Support System

Application of participatory ergonomics to the dissemination of a quality improvement program for optimizing blood culture use.

Citation
Xie A, Koontz DW, Colantuoni EA, Voskertchian A, Miller MR, Fackler JC, Milstone AM, Woods-Hill CZ. Application of participatory ergonomics to the dissemination of a quality improvement program for optimizing blood culture use. Jt Comm J Qual Patient Saf. 2023 Oct;49(10):529-538. doi: 10.1016/j.jcjq.2023.06.004. Epub 2023 Jun 10. PMID: 37429759; PMCID: PMC10688017.
Principal Investigator
Xie, Anping
Project Name
Development of a Clinical Decision Support Tool for Facilitating Naturalistic Decision Making and Improving Blood Culture Utilization

The decision aid is the easy part: Workflow challenges of shared decision making in cancer care.

Citation
Salwei ME, Ancker JS, Weinger MB. The decision aid is the easy part: Workflow challenges of shared decision making in cancer care. J Natl Cancer Inst. 2023 Nov 8;115(11):1271-1277. doi: 10.1093/jnci/djad133. PMID: 37421403.
Principal Investigator
Salwei, Megan Elizabeth
Project Name
COMputerized PAtient-centered Collaborative Technology (COMPACT) to Support Personalized Decision Making in Breast Cancer

Automated, machine learning-based alerts increase epilepsy surgery referrals: A randomized controlled trial.

Citation
Wissel BD, Greiner HM, Glauser TA, Mangano FT, Holland-Bouley KD, Zhang N, Szczesniak RD, Santel D, Pestian JP, Dexheimer JW. Automated, machine learning-based alerts increase epilepsy surgery referrals: A randomized controlled trial. Epilepsia. 2023 Jul;64(7):1791-1799. doi: 10.1111/epi.17629. Epub 2023 May 27. PMID: 37102995; PMCID: PMC10524622.
Principal Investigator
Dexheimer, Judith W.
Project Name
Optimal Methods for Notifying Clinicians About Epilepsy Surgery Patients

Clinical Decision Support Innovation Collaborative 2023-2024 (Year 3) Period of Performance Report

Citation
Dullabh PM, Shah AS, Dhopeshwarkar RV, Desai PJ, Peterson CE, Jiménez F, Gauthreaux N, Leaphart DM, Zott C, Byrne M, Adams L. Clinical Decision Support Innovation Collaborative 2023-2024 (Year 3) Period of Performance Report. Prepared under Contract No. 75Q80120D00018. AHRQ Publication No. 24-0069-6-EF. Agency for Healthcare Research and Quality; September 2024.
Principal Investigator
Dullabh, Prashila
Project Name
Clinical Decision Support Innovation Collaborative (CDSiC)

An AI-Directed CDS Tool to Reduce Iron Deficiency Anemia in Pregnancy: A Randomized Controlled Trial (AID-IDA Trial)

Description

This study will develop and establish the efficacy of an actionable predictive model to identify pregnant individuals at high risk for postpartum hemorrhage which can be used in combination with a clinical decision support tool to reduce the risk of hemorrhage-related morbidity and improve maternal health outcomes.

Grant Number
R21 HS030148
Principal Investigator(s)
Clapp, Mark A.

Using Large Language Models to Identify Social Determinants of Health to Enhance Healthcare Services and Equity

Description

This research explores using natural language processing and generative AI to capture and structure social determinants of health from patient narratives, aiming to improve data completeness and quality, enhance clinical decision support, and reduce the manual burden on clinical staff in routine care.

Grant Number
R21 HS029991
Principal Investigator(s)
Goss, Foster R.
Zhou, Li

Nutri: A behavioral science-based clinical decision support for chronic disease management.

Citation
Burgermaster M, Rosenthal M, Tierney WM, Altillo BS, Nordquist E, Enriquez C, Andrews S, Klatt C, Daniels G. Nutri: A behavioral science-based clinical decision support for chronic disease management. AMIA Annu Symp Proc. 2023 Apr 29;2022:299-308. PMID: 37128464; PMCID: PMC10148289.
Principal Investigator
Burgermaster, Marissa
Project Name
Clinical Decision Support for Collaborative Diet Goal Setting in Primary Care

A randomized controlled trial of the implementation of BREASTChoice, a multilevel breast reconstruction decision support tool with personalized risk prediction.

Citation
Politi MC, Myckatyn TM, Cooksey K, Olsen MA, Smith RM, Foraker R, Parrish K, Phommasathit C, Brock G, Janse S, Guglielmino J, Peled A, Mills PB, Jackson S, Lee CN. A randomized controlled trial of the implementation of BREASTChoice, a multilevel breast reconstruction decision support tool with personalized risk prediction. Ann Surg. 2024 May 27. doi: 10.1097/SLA.0000000000006354. Epub ahead of print. PMID: 38801247.
Principal Investigator
Politi, Mary
Project Name
Implementing a Breast Reconstruction Decision Support Tool in Diverse Practice Settings