Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International ConferenceElectrocardiographyHumansSignal ProcessingComputer-AssistedAlgorithms
Robust ECG Classification using Mamba and Self-Supervised Representation Learning.
Ivan Halim Parmonangan, Tharindu Fernando, Simon Denman
Published: 202510.1109/EMBC58623.2025.11253901
Abstract
Electrocardiograms (ECG) offer a quick and noninvasive method to analyze heart disorders. However, analysis of ECGs under non-ideal or noisy situations presents challenges, even for experts. Recently, automated analysis of biosignals using machine le…
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