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Development and Validation of a Deep-Learning Model to Screen for Hyperkalemia From the Electrocardiogram

Galloway CD, Valys AV, Shreibati JB, Treiman DL, Petterson FL, Gundotra VP, Albert DE, Attia ZI, Carter RE, Asirvatham SJ, Ackerman MJ, Noseworthy PA, Dillon JJ, Friedman PA (2019)

JAMA Cardiology 4(5).

URL: https://doi.org/10.1001/jamacardio.2019.0640

Abstract. Deep-learning model that non-invasively screens for hyperkalaemia (elevated serum potassium) from the ECG in patients with chronic kidney disease, detecting an electrolyte abnormality not reliably visible on conventional ECG interpretation.