Artificial Intelligence-Enhanced Electrocardiography for Prediction of Incident Hypertension.

Journal: JAMA cardiology
PMID:

Abstract

IMPORTANCE: Hypertension underpins significant global morbidity and mortality. Early lifestyle intervention and treatment are effective in reducing adverse outcomes. Artificial intelligence-enhanced electrocardiography (AI-ECG) has been shown to identify a broad spectrum of subclinical disease and may be useful for predicting incident hypertension.

Authors

  • Arunashis Sau
    National Heart and Lung Institute, Hammersmith Campus, Imperial College London, 72 Du Cane Road, W12 0HS, London, UK.
  • Joseph Barker
  • Libor Pastika
    National Heart and Lung Institute, Hammersmith Campus, Imperial College London, 72 Du Cane Road, W12 0HS, London, UK.
  • Ewa Sieliwonczyk
    National Heart and Lung Institute (A.S., K.A.M., L.P., N.B., M.G., E. Sieliwonczyk, K.P., M.A., J.Y.C., H.W., X.S., K.H., S.Z., D.B.K., N.S.P., M.M., J.S.W., F.S.N.), Imperial College London, United Kingdom.
  • Konstantinos Patlatzoglou
    National Heart and Lung Institute (A.S., K.A.M., L.P., N.B., M.G., E. Sieliwonczyk, K.P., M.A., J.Y.C., H.W., X.S., K.H., S.Z., D.B.K., N.S.P., M.M., J.S.W., F.S.N.), Imperial College London, United Kingdom.
  • Kathryn A McGurk
    National Heart and Lung Institute (A.S., K.A.M., L.P., N.B., M.G., E. Sieliwonczyk, K.P., M.A., J.Y.C., H.W., X.S., K.H., S.Z., D.B.K., N.S.P., M.M., J.S.W., F.S.N.), Imperial College London, United Kingdom.
  • Nicholas S Peters
    National Heart and Lung Institute, Hammersmith Campus, Imperial College London, 72 Du Cane Road, W12 0HS, London, UK.
  • Declan P O'Regan
    MRC London Institute of Medical Sciences, Imperial College London, London, United Kingdom.
  • James S Ware
    National Heart & Lung Institute & MRC London Institute of Medical Sciences, Imperial College London, LondonĀ W12 0HS, UK.
  • Daniel B Kramer
    Richard A. and Susan F. Smith Center for Outcomes Research, Division of Cardiology, Beth Israel Deaconess Medical Center, Boston, Massachusetts, United States of America.
  • Jonathan W Waks
    Harvard-Thorndike Electrophysiology Institute, Beth Israel Deaconess Medical Centre, Harvard Medical School, Boston, MA, USA.
  • Fu Siong Ng
    National Heart and Lung Institute, Hammersmith Campus, Imperial College London, 72 Du Cane Road, W12 0HS, London, UK.