Application of deep learning algorithms for automated detection of arrhythmias with ECG beats

• Main Author: Oh, Shu Lih
• Other Authors: Ng Yin Kwee, Eddie
• Format: Theses and Dissertations
• Language: English
• Published: 2019
• Subjects: DRNTU::Engineering::Bioengineering; DRNTU::Engineering::Computer science and engineering; DRNTU::Engineering::Mechanical engineering
• Online Access: https://hdl.handle.net/10356/105248; http://hdl.handle.net/10220/47829
• Institution: Nanyang Technological University

Arrhythmia is the anomalies of cardiac conduction system that is characterized by abnormal heart rythms. Prolong arrhythmias are life threatening and can often lead to other cardiac diseases. Abnormalities in the conduction system is reflected upon the morphology of the electrocardiographic (ECG) si...