Discrimination of Cardiac Abnormalities Based on Multifractal Analysis in Reservoir Computing Framework

This study proposes a multiclass classification technique based on multifractal spectra for different types of cardiac arrhythmias which are associated with irregularity and/or complex dynamics of the heart. Indeed, the degree of complexity of such dynamics is diverse for different states of cardiac...

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Detalles Bibliográficos

Autores principales:	Basab Bijoy Purkayastha, Shovan Barma
Formato:	Artigo
Lenguaje:	Inglês
Publicado:	IEEE 2023-01-01
Colección:	IEEE Open Journal of Instrumentation and Measurement
Materias:	Arrhythmia classification echo state network (ESN) multifractal analysis multivariate multifractal singularity spectrum nonlinear dynamics
Acceso en línea:	https://ieeexplore.ieee.org/document/10317876/
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