Arrhythmia classification using multirate processing metaheuristic optimization and variational mode decomposition

• Published in: Journal of King Saud University. Computer and information sciences Vol. 35; no. 1; pp. 26 - 37
• Main Authors: Mian Qaisar, Saeed, I. Khan, Sibghatulla, Srinivasan, Kathiravan, Krichen, Moez
• Format: Journal Article
• Language: English
• Published: Elsevier B.V 01.01.2023; Elsevier; Springer
• Subjects: Arrhythmia; Classification; Compression; Computational complexity; Computer Science; Electrocardiogram; Engineering Sciences; Machine learning; Metaheuristic optimization; Mobile healthcare; Modes features selection; Multirate processing; Variational mode decomposition; Metaheuristic optimization; Compression; Multirate processing; Arrhythmia; Electrocardiogram; Classification; Machine learning; Mobile healthcare; Variational mode decomposition; Modes features selection; Computational complexity; Oscillatory Modes; Feature selection

The concept of mobile healthcare systems is promising. It is based on the cloud connected wireless biomedical wearables. In this scenario, the compression, processing, transmission and power effectiveness with precision are the key terms. A novel technique is presented for arrhythmia identification...