Three-Heartbeat Multilead ECG Recognition Method for Arrhythmia Classification

• Main Authors: Wang, Liang-Hung, Yu, Yan-Ting, Liu, Wei, Xu, Lu, Xie, Chao-Xin, Yang, Tao, Kuo, I-Chun, Wang, Xin-Kang, Gao, Jie, Abu, Patricia Angela R
• Format: text
• Published: Archīum Ateneo 2022
• Subjects: Arrhythmia classication; electrocardiogram; one-dimensional convolutional neural network (1D-CNN); priority model integrated voting method; three-heartbeat multi-lead (THML); Analytical, Diagnostic and Therapeutic Techniques and Equipment; Cardiovascular Diseases; Computer Sciences; Medicine and Health Sciences
• Online Access: https://archium.ateneo.edu/discs-faculty-pubs/354; https://archium.ateneo.edu/cgi/viewcontent.cgi?article=1354&context=discs-faculty-pubs
• Institution: Ateneo De Manila University

Electrocardiogram (ECG) is the primary basis for the diagnosis of cardiovascular diseases. However, the amount of ECG data of patients makes manual interpretation time-consuming and onerous. Therefore, the intelligent ECG recognition technology is an important means to decrease the shortage of medic...