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An Attention-Guided Spatiotemporal Graph Convolutional Network for Sleep Stage Classification

Sleep staging has been widely used as an approach in sleep diagnoses at sleep clinics. Graph neural network (GNN)-based methods have been extensively applied for automatic sleep stage classifications with significant results. However, the existing GNN-based methods rely on a static adjacency matrix...

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Detalles Bibliográficos
Autores principales: Li, Menglei, Chen, Hongbo, Cheng, Zixue
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9144567/
https://www.ncbi.nlm.nih.gov/pubmed/35629290
http://dx.doi.org/10.3390/life12050622