Clinical Staff/Clinician | Digital Healthcare Research

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

Prescription Drug Monitoring Program Integration in the Electronic Health Record - Final Report

Citation

Hartung D. Prescription Drug Monitoring Program Integration in the Electronic Health Record – Final Report. (Prepared by Oregon State University under Grant No. R21 HS028119). Rockville, MD: Agency for Healthcare Research and Quality, 2024.

Principal Investigator

Hartung, Daniel

Project Name

Prescription Drug Monitoring Program Integration in the Electronic Health Record

Clinical Decision Support for Collaborative Diet Goal Setting in Primary Care - Final Report

Citation

Burgermaster M. Clinical Decision Support for Collaborative Diet Goal Setting in Primary Care – Final Report. (Prepared by University of Texas - Austin under Grant No. R21 HS027660). Rockville, MD: Agency for Healthcare Research and Quality, 2023.

Principal Investigator

Burgermaster, Marissa

Project Name

Clinical Decision Support for Collaborative Diet Goal Setting in Primary Care

Health Information Exchange Utilization and Inter-Hospital Transfer Outcomes - Final Report

Citation

Usher M. Health Information Exchange Utilization and Inter-Hospital Transfer Outcomes – Final Report. (Prepared by University of Minnesota under Grant No. R01 HS026732). Rockville, MD: Agency for Healthcare Research and Quality, 2023.

Principal Investigator

Usher, Michael G.

Project Name

Health Information Exchange Utilization and Inter-Hospital Transfer Outcomes

Evaluation of an intrahospital telemedicine program for patients admitted with COVID-19: Mixed methods study.

Citation

Legler S, Diehl M, Hilliard B, Olson A, Markowitz R, Tignanelli C, Melton GB, Broccard A, Kirsch J, Usher M. Evaluation of an intrahospital telemedicine program for patients admitted with COVID-19: Mixed methods study. J Med Internet Res. 2021 Apr 29;23(4):e25987. doi: 10.2196/25987. PMID: 33872187; PMCID: PMC8086788.

Principal Investigator

Usher, Michael G.

Project Name

Health Information Exchange Utilization and Inter-Hospital Transfer Outcomes

Precision emergency medicine.

Citation

Strehlow M, Alvarez A, Blomkalns AL, Caretta-Wyer H, Gharahbaghian L, Imler D, Khan A, Lee M, Lobo V, Newberry JA, Riberia R, Sebok-Syer S, Shen S, Gisondi MA. Precision emergency medicine. Acad Emerg Med. 2024 Jun 28. doi: 10.1111/acem.14962. Epub ahead of print. PMID: 38940478.

Principal Investigator

Gisondi, Michael A.

Project Name

Precision Emergency Medicine: Setting a Research Agenda

Health-related social needs information in the emergency department: clinician and patient perspectives on availability and use.

Citation

Mazurenko O, Hirsh AT, Harle CA, McNamee C, Vest JR. Health-related social needs information in the emergency department: clinician and patient perspectives on availability and use. BMC Emerg Med. 2024 Mar 18;24(1):45. doi: 10.1186/s12873-024-00959-2. PMID: 38500019; PMCID: PMC10949703.

Principal Investigator

Vest, Joshua Ryan

Project Name

Predictive Modeling for Social Needs in Emergency Department Settings

LabGenie: A Patient-Engagement Tool to Aid Older Adults' Understanding of Lab Test Results

Description

The study will create, implement, and test a patient-centric web app to support older adults with chronic conditions in comprehending, managing, and acting upon their lab test results.

Grant Number

R21 HS029969

Principal Investigator(s)

He, Zhe

Lustria, Mia Liza A.

An Age-Friendly Learning Healthcare System: A Transformative Digital Solution for Geriatrics Clinics

Description

The study will create and implement digital tools using the SMART on FHIR framework to support Age-Friendly care in clinical practice and institutional decision-making.

Grant Number

R21 HS029982

Principal Investigator(s)

Butler, Jorie M.

Kawamoto, Kensaku