Artificial intelligence predictive analytics in heart failure: results of the pilot phase of a pragmatic randomized clinical trial.

Journal: Journal of the American Medical Informatics Association : JAMIA
Published Date: Apr 3, 2024

Abstract

OBJECTIVES: We conducted an implementation planning process during the pilot phase of a pragmatic trial, which tests an intervention guided by artificial intelligence (AI) analytics sourced from noninvasive monitoring data in heart failure patients (LINK-HF2).

Authors

  • Konstantinos Sideris
    Cardiology Section, Medical Service, George E. Wahlen Department of Veterans Affairs Medical Center, Salt Lake City, UT 84148, United States.
  • Charlene R Weir
    University of Utah, Salt Lake City, UT; VA Salt Lake City Health Care System, Salt Lake City, UT.
  • Carsten Schmalfuss
    Malcom Randall VA Medical Center, Gainesville, FL (C.S., R.S.).
  • Heather Hanson
    George E. Wahlen VA Medical Center, Salt Lake City, UT (J.S., J.N.-N., H.H.).
  • Matt Pipke
    PhysIQ, Inc., Chicago, IL 60563, United States.
  • Po-He Tseng
    Department of Neurobiology and Duke University Center for Neuroengineering, Duke University, Durham, NC 27710, U.S.A. pohetsnw@gmail.com.
  • Neil Lewis
    Cardiology Section, Medical Service, Hunter Holmes McGuire Veterans Medical Center, Richmond, VA 23249, United States.
  • Karim Sallam
    Cardiology Section, Medical Service, VA Palo Alto Health Care System, Palo Alto, CA 94304, United States.
  • Biykem Bozkurt
    Michael E. DeBakey VA Medical Center & Baylor College of Medicine, Houston, TX (B.B., A.D.).
  • Thomas Hanff
    Cardiology Section, Medical Service, George E. Wahlen Department of Veterans Affairs Medical Center, Salt Lake City, UT 84148, United States.
  • Richard Schofield
    Malcom Randall VA Medical Center, Gainesville, FL (C.S., R.S.).
  • Karen Larimer
    PhysIQ, Inc., Chicago, IL 60563, United States.
  • Christos P Kyriakopoulos
    Cardiology Section, Medical Service, George E. Wahlen Department of Veterans Affairs Medical Center, Salt Lake City, UT 84148, United States.
  • Iosif Taleb
    Cardiology Section, Medical Service, George E. Wahlen Department of Veterans Affairs Medical Center, Salt Lake City, UT 84148, United States.
  • Lina Brinker
    Cardiology Section, Medical Service, George E. Wahlen Department of Veterans Affairs Medical Center, Salt Lake City, UT 84148, United States.
  • Tempa Curry
    Cardiology Section, Medical Service, Malcom Randall VA Medical Center, Gainesville, FL 32608, United States.
  • Cheri Knecht
    Cardiology Section, Medical Service, Malcom Randall VA Medical Center, Gainesville, FL 32608, United States.
  • Jorie M Butler
    Cardiology Section, Medical Service, George E. Wahlen Department of Veterans Affairs Medical Center, Salt Lake City, UT 84148, United States.
  • Josef Stehlik
    George E. Wahlen VA Medical Center, Salt Lake City, UT (J.S., J.N.-N., H.H.).

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