PREDICTION OF THE HEART RATE CORRECTED QT INTERVAL (QTC) FROM A NOVEL, MULTILEAD SMARTPHONE-ENABLED ECG USING A DEEP NEURAL NETWORK

Matthew Schram,Jacqueline Baras Shreibati,Martijn Bos,Conner Galloway,Alexander Valys, Frank Petterson, Vic Gundotra,Dave Albert,Zachi Itzhak Attia,Peter Noseworthy,Paul Friedman,Michael Ackerman

JOURNAL OF THE AMERICAN COLLEGE OF CARDIOLOGY（2019）

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摘要

Prolongation of the heart rate corrected QT interval (QTc) can trigger malignant arrhythmias leading to cardiac arrest and death. A handheld ECG device recording leads I and II may enable early identification of patients with prolonged QTc. The objective was to develop a deep neural network (DNN) to

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关键词

qtc,heart rate,ecg,smartphone-enabled

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