Automated beat-wise arrhythmia diagnosis using modified U-net on extended electrocardiographic recordings with heterogeneous arrhythmia types

• Main Authors: Oh, Shu Lih, Ng, Eddie Yin Kwee, Tan, Ru San, Acharya, U. Rajendra
• Other Authors: School of Mechanical and Aerospace Engineering
• Format: Article
• Language: English
• Published: 2020
• Subjects: Engineering::Mechanical engineering; ECG; Deep Learning
• Online Access: https://hdl.handle.net/10356/143836
• Institution: Nanyang Technological University

Abnormality of the cardiac conduction system can induce arrhythmia - abnormal heart rhythm - that can frequently lead to other cardiac diseases and complications, and are sometimes life-threatening. These conduction system perturbations can manifest as morphological changes on the surface electrocar...