Nurse

Checklist approach to developing and implementing AI in clinical settings: Instrument development study.

Citation
Owoyemi A, Osuchukwu J, Salwei ME, Boyd A. Checklist approach to developing and implementing AI in clinical settings: Instrument development study. JMIRx Med. 2025 Feb 20;6:e65565. doi: 10.2196/65565. PMID: 39977249; PMCID: PMC11867147.
Principal Investigator
Salwei, Megan Elizabeth
Project Name
COMputerized PAtient-centered Collaborative Technology (COMPACT) to Support Personalized Decision Making in Breast Cancer

Semi-automated pipeline to accelerate multi-site flowsheet alignment and concept mapping in electronic health records.

Citation
Fan H, Rossetti SC, Thate J, Mugoya R, Lai AM, Yen PY. Semi-automated pipeline to accelerate multi-site flowsheet alignment and concept mapping in electronic health records. J Am Med Inform Assoc. 2025 Jul 1;32(7):1140-1148. doi: 10.1093/jamia/ocaf076. PMID: 40378254; PMCID: PMC12202140.
Principal Investigator
Rossetti, Sarah Collins
Yen, Po-Yin
Project Name
Essential Nurse Documentation: Studying EHR Burden During COVID-19 (ENDBurden)

Should physicians take the rap? Normative analysis of clinician perspectives on responsible use of 'black box' AI tools.

Citation
Lang BH, Kostick-Quenet K, Smith JN, Hurley M, Dexter R, Blumenthal-Barby J. Should physicians take the rap? Normative analysis of clinician perspectives on responsible use of 'black box' AI tools. AJOB Empir Bioeth. 2025 May 12:1-12. doi: 10.1080/23294515.2025.2497755. Epub ahead of print. PMID: 40354225.
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

A multi-site study of clinician perspectives in the lifecycle of an algorithmic risk prediction tool.

Citation
Dexter R, Kostick-Quenet K, Blumenthal-Barby J. A multi-site study of clinician perspectives in the lifecycle of an algorithmic risk prediction tool. SSM Qual Res Health. 2025 Jun;7:100562. doi: 10.1016/j.ssmqr.2025.100562. Epub 2025 Apr 25. PMID: 40438351; PMCID: PMC12107689.
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

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

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

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

Clinician perceptions on the use of free-text communication orders.

Citation
Kandaswamy S, Pruitt Z, Kazi S, Marquard J, Owens S, Hoffman DJ, Ratwani RM, Hettinger AZ. Clinician perceptions on the use of free-text communication orders. Appl Clin Inform. 2021 May;12(3):484-494. doi: 10.1055/s-0041-1731002. Epub 2021 Jun 2. PMID: 34077971; PMCID: PMC8172259.
Principal Investigator
Ratwani, Raj M.
Hettinger, Aaron Zachary
Project Name
Improving Patient Safety and Clinician Cognitive Support Through eMAR Redesign

Improving Patient Safety and Clinician Cognitive Support Through eMAR Redesign – Final Report

Citation
Ratwani R., Hettinger A. Improving Patient Safety and Clinician Cognitive Support Through eMAR Redesign – Final Report. (Prepared by MedStar Health Research Institute under Grant No. R01 HS025136). Rockville, MD: Agency for Healthcare Research and Quality, 2024.
Principal Investigator
Ratwani, Raj M.
Hettinger, Aaron Zachary
Project Name
Improving Patient Safety and Clinician Cognitive Support Through eMAR Redesign