Hypertrophic cardiomyopathy detection with artificial intelligence electrocardiography in international cohorts: an external validation study.

Konstantinos C SiontisMikolaj A WieczorekMaren MaanjaDavid O HodgeHyung Kwan KimHyun-Jung LeeHeesun LeeJaehyun LimChan Soon ParkRina ArigaBetty Raman Masliza Mahmod Hugh C Watkins Stefan Neubauer Stephan WindeckerGeorge C M SiontisBernard J GershMichael J AckermanZachi I AttiaM P H Paul A FriedmanPeter A Noseworthy

Published in: European heart journal. Digital health (2024)

The AI-ECG algorithm determined HCM status from the 12-lead ECG with high accuracy in diverse international cohorts, providing evidence for external validity. The value of this algorithm in improving HCM detection in clinical practice and screening settings requires prospective evaluation.

Keyphrases

hypertrophic cardiomyopathy
artificial intelligence
machine learning
deep learning
left ventricular
big data
clinical practice
loop mediated isothermal amplification
heart rate variability
heart rate
label free
real time pcr
blood pressure