Usefulness of Machine Learning-Based Detection and Classification of Cardiac Arrhythmias With 12-Lead Electrocardiograms

Deep-learning algorithms to annotate electrocardiograms (ECGs) and classify different types of cardiac arrhythmias with the use of a single-lead ECG input data set have been developed. It remains to be determined whether these algorithms can be generalized to 12-lead ECG-based rhythm classification....

Ausführliche Beschreibung

Bibliographische Detailangaben

Veröffentlicht in:	Canadian journal of cardiology 2021-01, Vol.37 (1), p.94-104
Hauptverfasser:	Chang, Kuan-Cheng, Hsieh, Po-Hsin, Wu, Mei-Yao, Wang, Yu-Chen, Chen, Jan-Yow, Tsai, Fuu-Jen, Shih, Edward S.C., Hwang, Ming-Jing, Huang, Tzung-Chi
Format:	Artikel
Sprache:	eng
Online-Zugang:	Volltext
Tags:	Tag hinzufügen Keine Tags, Fügen Sie den ersten Tag hinzu!