A Deep Learning–Enabled Electrocardiogram Model for the Identification of a Rare Inherited Arrhythmia: Brugada Syndrome

Autor: Liu, Chih-Min, Liu, Chien-Liang, Hu, Kai-Wen, Tseng, Vincent S., Chang, Shih-Lin, Lin, Yenn-Jiang, Lo, Li-Wei, Chung, Fa-Po, Chao, Tze-Fan, Tuan, Ta-Chuan, Liao, Jo-Nan, Lin, Chin-Yu, Chang, Ting-Yung, Shen-Jang Fann, Cathy, Higa, Satoshi, Yagi, Nobumori, Hu, Yu-Feng, Chen, Shih-Ann
Zdroj: Canadian Journal of Cardiology; 20210101, Issue: Preprints
Abstrakt: Brugada syndrome is a major cause of sudden cardiac death in young people and has distinctive electrocardiographic (ECG) features. We aimed to develop a deep learning–enabled ECG model for automatic screening for Brugada syndrome to identify these patients at an early point in time, thus allowing for life-saving therapy.
Databáze: Supplemental Index