Review of Deep Learning Methods for Automated Sleep Staging

2022 IEEE 12th Annual Computing and Communication Workshop and Conference (CCWC)(2022)

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摘要
In order to diagnose sleep problems, it is critical to correctly identify sleep stages which is a labor-intensive task. Due to rising data volumes, advanced algorithms, and improvements in computational power and storage, artificial intelligence has been more popular in recent years. Automated sleep staging through cardiac rhythm is one of the active research areas that has gained attention over t...
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关键词
Deep learning,Performance evaluation,Annotations,Conferences,Computational modeling,Rhythm,Task analysis
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