Convolution-and Attention-Based Neural Network for Automated Sleep Stage Classification

Analyzing polysomnography (PSG) is an effective method for evaluating sleep health; however, the sleep stage scoring required for PSG analysis is a time-consuming effort for an experienced medical expert. When scoring sleep epochs, experts pay attention to find specific signal characteristics (e.g.,...

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Bibliographic Details
Main Authors: Tianqi Zhu, Wei Luo, Feng Yu
Format: Article
Language:English
Published: MDPI AG 2020-06-01
Series:International Journal of Environmental Research and Public Health
Subjects:
Online Access:https://www.mdpi.com/1660-4601/17/11/4152