Individuals with Chronic Care Needs

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.

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.

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.

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.

RTI International. Clinical Decision Support for Chronic Pain Management - Executive Summary . Prepared under Contract No. 233201500024I. AHRQ Publication No. 24(22)-0044. Rockville, MD: Agency for Healthcare Research and Quality; March 2024

Schoenthaler A., Mann D. i-Matter: Investigating an mHealth Texting Tool for Embedding Patient-Reported Data into Diabetes Management – Final Report. (Prepared by New York University School of Medicine under Grant No. R01 HS026522). Rockville, MD: Agency for Healthcare Research and Quality, 2023.

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.

Schoenthaler A, Cruz J, Payano L, Rosado M, Labbe K, Johnson C, Gonzalez J, Patxot M, Patel S, Leven E, Mann D. Investigation of a mobile health texting tool for embedding patient-reported data into diabetes management (i-Matter): Development and usability study. JMIR Form Res. 2020 Aug 31;4(8):e18554. doi: 10.2196/18554. PMID: 32865505; PMCID: PMC7490676.

Dorsch, M, Sifuentes, A, Cordwin, D. et al. A computable algorithm for medication optimization in heart failure with reduced ejection fraction. JACC Adv. 2023 May, 2 (3). https://doi.org/10.1016/j.jacadv.2023.100289