Hybrid convolutional neural network and bidirectional LSTM framework for automated epileptic seizure detection supporting sustainable healthcare

Abstract Epilepsy is a complex neurological disorder characterized by recurrent seizures, significantly impacting patient quality of life and healthcare systems worldwide. Conventional EEG analysis for seizure detection is manual and labor-intensive, motivating the integration of advanced artificial...

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Principais autores:	G. Bhanuteja, K. N. Vidyasagar, N. A. Vinay
Formato:	Artigo
Idioma:	Inglês
Publicado em:	Springer 2026-03-01
coleção:	Discover Artificial Intelligence
Assuntos:	Epileptic seizure detection EEG signal processing CNN-BiLSTM hybrid model Deep learning in healthcare Biomedical signal analysis AI-Driven sustainable healthcare
Acesso em linha:	https://doi.org/10.1007/s44163-026-00942-9
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