Journal Publication

Advancing patient-centered clinical decision support in today's health care ecosystem: key themes from the Clinical Decision Support Innovation Collaborative's 2023 Annual Meeting.

Citation
Dullabh P, Dhopeshwarkar R, Cope E, Gauthreaux N, Zott C, Peterson C, Leaphart D, Hoyt S, Hammer A, Ryan S, Swiger J, Lomotan EA, Desai P; CDSiC Annual Meeting Planning Committee. Advancing patient-centered clinical decision support in today's health care ecosystem: key themes from the Clinical Decision Support Innovation Collaborative's 2023 Annual Meeting. JAMIA Open. 2024 Oct 23;7(4):ooae109. doi: 10.1093/jamiaopen/ooae109. PMID: 39445034; PMCID: PMC11498195.
Principal Investigator
Dullabh, Prashila
Project Name
Clinical Decision Support Innovation Collaborative (CDSiC)

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

Cluster analysis driven by unsupervised latent feature learning of medications to identify novel pharmacophenotypes of critically ill patients.

Citation
Sikora A, Jeong H, Yu M, Chen X, Murray B, Kamaleswaran R. Cluster analysis driven by unsupervised latent feature learning of medications to identify novel pharmacophenotypes of critically ill patients. Sci Rep. 2023 Sep 20;13(1):15562. doi: 10.1038/s41598-023-42657-2. PMID: 37730817; PMCID: PMC10511715.
Principal Investigator
Sikora, Andrea
Project Name
Machine Learning Validation of Medication Regimen Complexity for Critical Care Pharmacist Resource Prediction

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

Comparison of diagnostic and triage accuracy of Ada Health and WebMD symptom checkers, ChatGPT, and physicians for patients in an emergency department: Clinical data analysis study.

Citation
Fraser H, Crossland D, Bacher I, Ranney M, Madsen T, Hilliard R. Comparison of diagnostic and triage accuracy of Ada Health and WebMD symptom checkers, ChatGPT, and physicians for patients in an emergency department: Clinical data analysis study. JMIR Mhealth Uhealth. 2023 Oct 3;11:e49995. doi: 10.2196/49995. PMID: 37788063; PMCID: PMC10582809.
Principal Investigator
Fraser, Hamish S.F.
Project Name
Evaluating Diagnostic Decision Support Systems for Patients Requiring Urgent Primary or Emergency Care or with Stroke

Long short-term memory model identifies ARDS and in-hospital mortality in both non-COVID-19 and COVID-19 cohort.

Citation
Chen JT, Mehrizi R, Aasman B, Gong MN, Mirhaji P. Long short-term memory model identifies ARDS and in-hospital mortality in both non-COVID-19 and COVID-19 cohort. BMJ Health Care Inform. 2023 Sep;30(1):e100782. doi: 10.1136/bmjhci-2023-100782. PMID: 37709302; PMCID: PMC10503386.
Principal Investigator
Gong, Michelle
Project Name
TREAT ECARDS: Translating Evidence into Action: Electronic Clinical Decision Support in Acute Respiratory Distress Syndrome

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

Patient-reported outcome measures within a national multispecialty surgical quality improvement program.

Citation
Temple LKF, Pusic AL, Liu JB, Melucci AD, Collins CE, Kazaure HS, Brajcich BC, Fordham MJ, Lapsley JC, Ko CY. Patient-reported outcome measures within a national multispecialty surgical quality improvement program. JAMA Surg. 2024 Sep 1;159(9):1030-1039. doi: 10.1001/jamasurg.2024.1757. PMID: 38922601; PMCID: PMC11209186.
Principal Investigator
Ko, Clifford
Project Name
Scaling and Spreading Electronic Capture of Patient-Reported Outcomes Leveraging a National Surgical Quality Improvement Program

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