Seizure detection from Electroencephalogram signals via Wavelets and Graph Theory metrics

no code implementations • 28 Nov 2023 • Paul Grant, Md Zahidul Islam

Here we apply the Maximum Overlap Discrete Wavelet Transform to both reduce signal \textit{noise} and use signal variance exhibited at differing inherent frequency levels to develop various metrics of connection between the electrodes placed upon the scalp.

Attribute Seizure Detection

EEG Signal Processing using Wavelets for Accurate Seizure Detection through Cost Sensitive Data Mining

no code implementations • 22 Sep 2021 • Paul Grant, Md Zahidul Islam

Epilepsy is one of the most common and yet diverse set of chronic neurological disorders.

Attribute EEG +1

Signal Classification using Smooth Coefficients of Multiple wavelets

no code implementations • 21 Sep 2021 • Paul Grant, Md Zahidul Islam

Classification of time series signals has become an important construct and has many practical applications.

Classification Time Series +1