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

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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Bibliographic Details
Main Authors: Basab Bijoy Purkayastha, Shovan Barma
Format: Article
Language:English
Published: IEEE 2023-01-01
Series:IEEE Open Journal of Instrumentation and Measurement
Subjects:
Arrhythmia classification
echo state network (ESN)
multifractal analysis
multivariate multifractal singularity spectrum
nonlinear dynamics
Online Access:https://ieeexplore.ieee.org/document/10317876/

Internet

https://ieeexplore.ieee.org/document/10317876/

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