Performance of AI-Enabled Electrocardiogram in the Prediction of Metabolic Dysfunction-Associated Steatotic Liver Disease.

Journal: Clinical gastroenterology and hepatology : the official clinical practice journal of the American Gastroenterological Association
PMID: 39209186

Abstract

BACKGROUND AND AIMS: Accessible noninvasive screening tools for metabolic dysfunction-associated steatotic liver disease (MASLD) are needed. We aim to explore the performance of a deep learning-based artificial intelligence (AI) model in distinguishing the presence of MASLD using 12-lead electrocardiogram (ECG).

Authors

  • Prowpanga Udompap
    Division of Gastroenterology and Hepatology, Department of Medicine, Mayo Clinic, Rochester, Minnesota.
  • Kan Liu
    Department of Urology, Hunan Cancer Hospital, Changsha, Hunan, China.
  • Itzhak Zachi Attia
    Department of Cardiovascular Medicine, Mayo Clinic, Rochester, MN, USA.
  • Rachel E Canning
    Department of Quantitative Health Sciences, Mayo Clinic, Rochester, Minnesota.
  • Joanne T Benson
    Department of Quantitative Health Sciences, Mayo Clinic, Rochester, Minnesota.
  • Terry M Therneau
    Department of Health Science Research, Mayo Clinic, MN, USA.
  • Peter A Noseworthy
    Department of Cardiovascular Medicine, Mayo Clinic, Rochester, Minnesota.
  • Paul A Friedman
    Department of Cardiovascular Medicine, Mayo Clinic College of Medicine, Rochester, Minnesota, USA.
  • Puru Rattan
    Department of Medicine, Division of Gastroenterology and Hepatology, Mayo Clinic, Rochester, MA, USA.
  • Joseph C Ahn
    Department of Medicine, Division of Gastroenterology and Hepatology, Mayo Clinic, Rochester, MA, USA.
  • Douglas A Simonetto
    Division of Gastroenterology and Hepatology, Mayo Clinic, Rochester, Minnesota.
  • Vijay H Shah
    Department of Medicine, Division of Gastroenterology and Hepatology, Mayo Clinic, Rochester, MA, USA.
  • Patrick S Kamath
    Department of Medicine, Division of Gastroenterology and Hepatology, Mayo Clinic, Rochester, MA, USA.
  • Alina M Allen
    Department of Medicine, Division of Gastroenterology and Hepatology, Mayo Clinic, Rochester, MA, USA.

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