Entropy-driven deep learning framework for epilepsy detection using electro encephalogram signals

[Display omitted] •Novel entropy-driven deep learning detects epilepsy with 94% accuracy from EEG signals.•Multivariate entropy features capture complex brain activity for robust seizure detection.•UMAP enhances feature discrimination for better epilepsy classification.•ResNet and Bi-LSTM model capt...

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