Randomized Controlled Trial (RCT)

Effectiveness of a digital health intervention leveraging reinforcement learning: Results from the Diabetes and Mental Health Adaptive Notification Tracking and Evaluation (DIAMANTE) randomized clinical trial.

Citation

Aguilera A, Arévalo Avalos M, Xu J, Chakraborty B, Figueroa C, Garcia F, Rosales K, Hernandez-Ramos R, Karr C, Williams J, Ochoa-Frongia L, Sarkar U, Yom-Tov E, Lyles C. Effectiveness of a Digital Health Intervention Leveraging Reinforcement Learning: Results From the Diabetes and Mental Health Adaptive Notification Tracking and Evaluation (DIAMANTE) Randomized Clinical Trial. J Med Internet Res. 2024 Oct 8;26:e60834. doi: 10.2196/60834. PMID: 39378080; PMCID: PMC11496924.

Principal Investigator

Aguilera, Adrian

Project Name

Improving Diabetes and Depression Self-Management Via Adaptive Mobile Messaging

A flexible micro-randomized trial design and sample size considerations.

Citation

Xu J, Yan X, Figueroa C, Williams JJ, Chakraborty B. A flexible micro-randomized trial design and sample size considerations. Stat Methods Med Res. 2023 Sep;32(9):1766-1783. doi: 10.1177/09622802231188513. Epub 2023 Jul 25. PMID: 37491804.

Principal Investigator

Aguilera, Adrian

Project Name

Improving Diabetes and Depression Self-Management Via Adaptive Mobile Messaging

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 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

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

The impact of text messaging to Promote Patient Reported Outcome Measures (PROMs) completion in orthopedic practice: Findings from a randomized controlled study.

Citation

Ziegenfuss JY, Asche SE, Dehmer SP, Reams M, Grossman ES, Solberg LI. The impact of text messaging to Promote Patient Reported Outcome Measures (PROMs) completion in orthopedic practice: Findings from a randomized controlled study. Am J Med Qual. 2024 Mar-Apr 01;39(2):78-85. doi: 10.1097/JMQ.0000000000000174. Epub 2024 Feb 26. PMID: 38403961.

Principal Investigator

Solberg, Leif

Project Name

Optimizing the Value of Patient-Reported Outcome Measures in Improving Care Delivery through Health Information Technology

Motivational interviewing skills practice enhanced with artificial intelligence: ReadMI.

Citation

Hershberger PJ, Pei Y, Bricker DA, Crawford TN, Shivakumar A, Castle A, Conway K, Medaramitta R, Rechtin M, Wilson JF. Motivational interviewing skills practice enhanced with artificial intelligence: ReadMI. BMC Med Educ. 2024 Mar 5;24(1):237. doi: 10.1186/s12909-024-05217-4. PMID: 38443862; PMCID: PMC10916112.

Principal Investigator

Hershberger, Paul J.

Project Name

Real-time Assessment of Dialogue in Motivational Interviewing Training (ReadMI)

Incorporating PRO data into RA Clinical Encounters using Health-IT (PACT) - Final Report

Citation

Schmajuk G. Incorporating PRO data into RA Clinical Encounters using Health-IT (PACT) – Final Report. (Prepared by University of California, San Francisco under Grant No. R01 HS025405). Rockville, MD: Agency for Healthcare Research and Quality, 2024.

Principal Investigator

Schmajuk, Gabriela

Project Name

Incorporating PRO Data Into RA Clinical Encounters Using Health-IT (PACT)

Providing Evidence and Developing a Toolkit to Accelerate the Adoption of Patient Photographs in Electronic Health Records – Final Report

Citation

Adelman J. Providing Evidence and Developing a Toolkit to Accelerate the Adoption of Patient Photographs in Electronic Health Records – Final Report. (Prepared by Columbia University Health Sciences under Grant No.R01 HS024713). Rockville, MD: Agency for Healthcare Research and Quality, 2023.

Principal Investigator

Adelman, Jason Stuart

Project Name

Providing Evidence and Developing a Toolkit to Accelerate the Adoption of Patient Photographs in Electronic Health Records

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