ST-Net: Synthetic ECG tracings for diagnosing various cardiovascular diseases.

Yu Deng,Zhongquan Gao,Songhua Xu,Pengyu Ren,Yang Wen, Ying Mao,Zongfang Li

Biomedical Signal Processing and Control（2020）

引用 8|浏览11

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摘要

•Diagnosis of various cardiovascular diseases with a single ECG tracing is challenging.•ST-Net can diagnose four types of cardiovascular diseases with a single ECG tracing.•ST-Net presents a state-of-the-art performance in diagnosing myocardial infarction.•The inherent variance in ECG between individuals impact diagnostic accuracy.

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关键词

Cardiovascular disease,Electrocardiography,Signal synthesis,Deep neural network

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