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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Manylion Llyfryddiaeth

Prif Awduron:	Basab Bijoy Purkayastha, Shovan Barma
Fformat:	Artigo
Iaith:	Inglês
Cyhoeddwyd:	IEEE 2023-01-01
Cyfres:	IEEE Open Journal of Instrumentation and Measurement
Pynciau:	Arrhythmia classification echo state network (ESN) multifractal analysis multivariate multifractal singularity spectrum nonlinear dynamics
Mynediad Ar-lein:	https://ieeexplore.ieee.org/document/10317876/
Tagiau:	Ychwanegu Tag Dim Tagiau, Byddwch y cyntaf i dagio'r cofnod hwn!