Classification of atrial fibrillation with pretrained convolutional neural network models

• Main Authors: Qayyum, A., Meriaudeau, F., Chan, G.C.Y.
• Format: Conference or Workshop Item
• Published: Institute of Electrical and Electronics Engineers Inc. 2019
• Online Access: https://www.scopus.com/inward/record.uri?eid=2-s2.0-85062798021&doi=10.1109%2fIECBES.2018.8626624&partnerID=40&md5=2690246934319c896f1a609ca447f2bc; http://eprints.utp.edu.my/23542/

Atrial Fibrillation (AF) is the most common chronic arrhythmia. Effective detection of the AF would avoid serious consequences like stroke. Conventional AF detection methods need heuristic or hand-crafted features extraction. Recently, deep learning (DL) techniques with massive data have been used o...