AI-Cirrhosis-ECG (ACE) score for predicting decompensation and liver outcomes.

Journal: JHEP reports : innovation in hepatology
Published Date: Feb 19, 2025

Abstract

BACKGROUND & AIMS: Accurate prediction of disease severity and prognosis are challenging in patients with cirrhosis. We evaluated whether the deep learning-based AI-Cirrhosis-ECG (ACE) score could detect hepatic decompensation and predict clinical outcomes in cirrhosis.

Authors

  • Joseph C Ahn
    Department of Medicine, Division of Gastroenterology and Hepatology, Mayo Clinic, Rochester, MA, USA.
  • Puru Rattan
    Department of Medicine, Division of Gastroenterology and Hepatology, Mayo Clinic, Rochester, MA, USA.
  • Patrick Starlinger
    Department of Surgery, Division of Hepatobiliary and Pancreas Surgery, Mayo Clinic, Rochester, MA, USA.
  • Adrià Juanola
    Liver Unit, Hospital Clínic, Barcelona, Catalonia, Spain.
  • Maria José Moreta
    Liver Unit, Hospital Clínic, Barcelona, Catalonia, Spain.
  • Jordi Colmenero
    Liver Unit, Hospital Clínic, Barcelona, Catalonia, Spain.
  • Bashar Aqel
    Department of Medicine, Division of Gastroenterology and Hepatology, Mayo Clinic, Phoenix, AZ, USA.
  • Andrew P Keaveny
    Department of Transplantation, Mayo Clinic, Jacksonville, FL, USA.
  • Aidan F Mullan
    Division of Biomedical Statistics and Informatics, Mayo Clinic, Rochester, MN, USA.
  • Kan Liu
    Department of Urology, Hunan Cancer Hospital, Changsha, Hunan, China.
  • Zachi I Attia
    Department of Cardiovascular Medicine, Mayo Clinic College of Medicine, Rochester, Minnesota, USA.
  • Alina M Allen
    Department of Medicine, Division of Gastroenterology and Hepatology, Mayo Clinic, Rochester, MA, USA.
  • Paul A Friedman
    Department of Cardiovascular Medicine, Mayo Clinic College of Medicine, Rochester, Minnesota, USA.
  • Vijay H Shah
    Department of Medicine, Division of Gastroenterology and Hepatology, Mayo Clinic, Rochester, MA, USA.
  • Peter A Noseworthy
    Department of Cardiovascular Medicine, Mayo Clinic, Rochester, Minnesota.
  • Julie K Heimbach
    Department of Surgery, Division of Transplantation Surgery, Mayo Clinic, Rochester, MN, USA.
  • Patrick S Kamath
    Department of Medicine, Division of Gastroenterology and Hepatology, Mayo Clinic, Rochester, MA, USA.
  • Pere Gines
    Liver Unit, Hospital Clínic, Barcelona, Catalonia, Spain.
  • Douglas A Simonetto
    Division of Gastroenterology and Hepatology, Mayo Clinic, Rochester, Minnesota.

Keywords

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