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...

Full description

Saved in:
Bibliographic Details
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
Series:npj Digital Medicine
Online Access:https://doi.org/10.1038/s41746-025-01491-8
Tags: Add Tag
No Tags, Be the first to tag this record!