IESS-FusionNet: Physiologically Inspired EEG-EMG Fusion with Linear Recurrent Attention for Infantile Epileptic Spasms Syndrome Detection

Infantile Epileptic Spasms Syndrome (IESS) is a devastating epileptic encephalopathy of infancy that carries a high risk of lifelong neurodevelopmental disability. Timely diagnosis is critical, as every week of delay in effective treatment is associated with worse cognitive outcomes. Although synchr...

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Auteurs principaux:	Junyuan Feng, Zhenzhen Liu, Linlin Shen, Xiaoling Luo, Yan Chen, Lin Li, Tian Zhang
Format:	Artigo
Langue:	Inglês
Publié:	MDPI AG 2025-12-01
Collection:	Bioengineering
Sujets:	infantile epileptic spasms syndrome EEG-EMG fusion seizure detection Mamba linear recurrent attention deep learning
Accès en ligne:	https://www.mdpi.com/2306-5354/13/1/57
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