Data on Cardiovascular Medicine Described by Researchers at "Citta della Salute e della Scienza" Hospital [Convolutional neural network (CNN)-enabled electrocardiogram (ECG) analysis: a comparison between standard twelve-lead and single-lead.

Předmět:	CONVOLUTIONAL neural networks RESEARCH personnel ELECTROCARDIOGRAPHY
Zdroj:	Cardiovascular Week; 2024, p128-128, 1p
Abstrakt:	Researchers at the "Citta della Salute e della Scienza" Hospital in Turin, Italy have conducted a study comparing the performance of a convolutional neural network (CNN) using a single-lead electrocardiogram (ECG) to a standard 12-lead setup in identifying cardiac abnormalities. The study found that the CNN based on the single-lead ECG outperformed the standard 12-lead framework, with certain diagnostic classes showing no difference in diagnostic accuracy between the two setups. The researchers suggest that these findings contribute to the potential for large-scale screening of cardiac abnormalities using wearable devices capable of recording single-lead ECGs. [Extracted from the article]
Databáze:	Complementary Index
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