Prospective Analysis of Utility of Signals From an Ecg-Enabled Stethoscope to Automatically Detect a Low Ejection Fraction Using Neural Network Techniques Trained From the Standard 12-Lead Ecg

Zachi I. Attia,Jennifer Dugan,John Maidens,Adam Rideout,Francisco Lopez-Jimenez,Peter A. Noseworthy,Samuel Asirvatham,Patricia A. Pellikka,Dorothy J. Ladewig,Gaurav Satam, Steve Pham,Subramaniam Venkatraman,Paul Friedman,Suraj Kapa

CIRCULATION（2019）

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摘要

Background: ECG-enabled stethoscopes (ECG-steth) can acquire single lead ECGs during cardiac auscultation, and may facilitate real-time screening for pathologies not routinely identified during phy...

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关键词

low ejection fraction,neural network techniques,signals,ecg-enabled

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