Toward continuous ambulatory monitoring using a wearable and wireless ECG- recording system: A study on the effects of signal quality on arrhythmia detection

• Published in: Bio-medical materials and engineering Vol. 23; no. S1; pp. S401 - S414
• Main Authors: Tanantong, Tanatorn, Nantajeewarawat, Ekawit, Thiemjarus, Surapa
• Format: Journal Article
• Language: English
• Published: 01.01.2013

Five well-known arrhythmia classification algorithms were compared in this paper based on the recommendations in AAMI standard. They are C4.5, k-Nearest Neighbor, Multilayer Perceptron, PART, and Support Vector Machine, respectively, with inputs related to heartbeat intervals and ECG morphological f...