Automated diagnosis of arrhythmia using combination of CNN and LSTM techniques with variable length heart beats

• 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; Arrhythmia; Ambulatory Electrocardiogram
• Online Access: https://hdl.handle.net/10356/136847
• Institution: Nanyang Technological University

Arrhythmia is a cardiac conduction disorder characterized by irregular heartbeats. Abnormalities in the conduction system can manifest in the electrocardiographic (ECG) signal. However, it can be challenging and time-consuming to visually assess the ECG signals due to the very low amplitudes. Implem...