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Multiscale entropy-based approach to automated surface EMG classification of neuromuscular disorders /

We introduce a novel method for an automatic classification of subjects to those with or without neuromuscular disorders. This method is based on multiscale entropy of recorded surface electromyograms (sEMGs) and support vector classification. The method was evaluated on a single-channel experimenta...

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Bibliografske podrobnosti
Main Authors: Istenič, Rok. (Author), Kaplanis, Prodromos A. (Author), Pattichis, Constantinos S. (Author), Zazula, Damjan. (Author)
Format: Book Chapter
Jezik:English
Teme:
elektromiogrami > entropija
surface electromyogram > neuromuscular disorders > continuous wavelet transform > entropy > support vector clasification
Sorodne knjige/članki:Vsebovano v: Medical & biological engineering & computing
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