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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Bibliographic Details
Main Authors: Menglei Li, Hongbo Chen, Zixue Cheng
Format: Article
Language:English
Published: MDPI AG 2022-04-01
Series:Life
Subjects:
Online Access:https://www.mdpi.com/2075-1729/12/5/622