A deep learning digital biomarker to detect hypertension and stratify cardiovascular risk from the electrocardiogram

Abstract Hypertension is a major risk factor for cardiovascular disease (CVD), yet blood pressure is measured intermittently and under suboptimal conditions. We developed a deep learning model to identify hypertension and stratify risk of CVD using 12-lead electrocardiogram waveforms. HTN-AI was tra...

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Bibliographic Details

Published in:	npj Digital Medicine
Main Authors:	Mostafa A. Al-Alusi, Samuel F. Friedman, Shinwan Kany, Joel T. Rämö, Daniel Pipilas, Pulkit Singh, Christopher Reeder, Shaan Khurshid, James P. Pirruccello, Mahnaz Maddah, Jennifer E. Ho, Patrick T. Ellinor
Format:	Article
Language:	English
Published:	Nature Portfolio 2025-02-01
Online Access:	https://doi.org/10.1038/s41746-025-01491-8