Predicting troponin biomarker elevation from electrocardiograms using a deep neural network

Predicting troponin biomarker elevation from electrocardiograms using a deep neural network

Background Elevated troponin levels are a sensitive biomarker for cardiac injury. The quick and reliable prediction of troponin elevation for patients with chest pain from readily available ECGs may pose a valuable time-saving diagnostic tool during decision-making concerning this patient population...

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Main Authors: Truls Råmunddal, Erik Andersson, Zacharias Mandalenakis, Kristofer Skoglund, Araz Rawshani, Elmir Omerovic, Jan Borén, Petur Petursson, Aidin Rawshani, Peter Lundgren, Christian Dworeck, Lukas Hilgendorf, Vibha Gupta, Charlotta Ljungman, Gustav Smith
Format: Article
Language:English
Published: BMJ Publishing Group 2024-10-01
Series:Open Heart
Online Access:https://openheart.bmj.com/content/11/2/e002937.full
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