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Maneesh Kumar

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2 papers indexed here

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Open access Oct 2026

Comprehensive Feature Fusion in Deep Learning Models for Robust Epileptic Seizure Detection from EEG Signals

Epilepsy is a prevalent neurological disorder characterized by recurrent epileptic seizures. After a stroke, it is a highly common neurological condition. For identifying seizures, the Electroencephalogram (EEG) is the gold-standard modality for capturing and recording the brain's electrical activity with high temporal...

Maneesh Kumar, Rakesh Kumar, Santosh Kumar · 0 citations
Open access Aug 2026

Implementing a Novel Framework for Focal and Generalized Epilepsy Classification using Adaptive VAE with Dense Bi-GRU through Multimodal Data-guided Feature Fusion

An efficient deep learning-based focal and generalized epilepsy classification is designed in this research by considering the multimodal data and achieving 95.54% accuracy, 96.66 % specificity, 93.32% F1-score and 88.53 AUC.

Maneesh Kumar, Rakesh Kumar, Santosh Kumar · 0 citations

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