Automatic detection of epilepsy from EEGs using a temporal convolutional network with a self-attention layer

Abstract Background Over 60% of epilepsy patients globally are children, whose early diagnosis and treatment are critical for their development and can substantially reduce the disease’s burden on both families and society. Numerous algorithms for automated epilepsy detection from EEGs have been pro...

ver descrição completa

Detalhes bibliográficos

Principais autores:	Leen Huang, Keying Zhou, Siyang Chen, Yanzhao Chen, Jinxin Zhang
Formato:	Artigo
Idioma:	Inglês
Publicado em:	BMC 2024-06-01
coleção:	BioMedical Engineering OnLine
Assuntos:	Convolutional neural network EEG Epileptic seizure Pediatric epilepsy Attention mechanism
Acesso em linha:	https://doi.org/10.1186/s12938-024-01244-w
Tags:	Adicionar Tag Sem tags, seja o primeiro a adicionar uma tag!