Towards artificial intelligence-based learning health system for population-level mortality prediction using electrocardiograms

Towards artificial intelligence-based learning health system for population-level mortality prediction using electrocardiograms

Abstract The feasibility and value of linking electrocardiogram (ECG) data to longitudinal population-level administrative health data to facilitate the development of a learning healthcare system has not been fully explored. We developed ECG-based machine learning models to predict risk of mortalit...

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Bibliographic Details
Main Authors: Weijie Sun, Sunil Vasu Kalmady, Nariman Sepehrvand, Amir Salimi, Yousef Nademi, Kevin Bainey, Justin A. Ezekowitz, Russell Greiner, Abram Hindle, Finlay A. McAlister, Roopinder K. Sandhu, Padma Kaul
Format: Article
Language:English
Published: Nature Portfolio 2023-02-01
Series:npj Digital Medicine
Online Access:https://doi.org/10.1038/s41746-023-00765-3

Internet

https://doi.org/10.1038/s41746-023-00765-3

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