AIMC Topic: Sleep Stages

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[Automatic Sleep Staging Method Based on Energy Features and Least Squares Support Vector Machine Classifier].

Sheng wu yi xue gong cheng xue za zhi = Journal of biomedical engineering = Shengwu yixue gongchengxue zazhi Jun 1, 2015
The research of sleep staging is not only the basis of diagnosing sleep related diseases, but also the precondition of evaluating sleep quality, and has important clinical significance. In recent years, the research of automatic sleep staging based o...
Humans Support Vector Machine Least-Squares Analysis Electroencephalography Sleep Stages
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[Study on Sleep Staging Based on Support Vector Machines and Feature Selection in Single Channel Electroencephalogram].

Sheng wu yi xue gong cheng xue za zhi = Journal of biomedical engineering = Shengwu yixue gongchengxue zazhi Jun 1, 2015
Sleep electroencephalogram (EEG) is an important index in diagnosing sleep disorders and related diseases. Manual sleep staging is time-consuming and often influenced by subjective factors. Existing automatic sleep staging methods have high complexit...
Humans Databases, Factual Support Vector Machine Electroencephalography Sleep Stages
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