Dimension-reduced topological features from multichannel iEEG achieve up to 80% balanced accuracy in three-class seizure-state classification across 55 patients, with classical models matching deep learning performance.
An automated detection of epileptic seizures eeg using cnn classifier based on feature fusion with high accuracy.BMC Medical Informatics and Decision Making, 23(1), May 2023
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Classification of Epileptic iEEG using Topological Machine Learning
Dimension-reduced topological features from multichannel iEEG achieve up to 80% balanced accuracy in three-class seizure-state classification across 55 patients, with classical models matching deep learning performance.