Unsupervised Assisted Sleep staging Classification Algorithm under Fuzzy Few Samples

2021 11th International Conference on Intelligent Control and Information Processing (ICICIP)(2021)

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摘要
Sleep staging has a strong reference value in modern medicine for doctors to judge patients’ physical and mental state and provide treatment advice. However, in reality, according to the original information of sleep Electroencephalogram (EEG), it is difficult for doctors to manually judge, and sleep staging samples are difficult to obtain, so the data is few. At the same time, the robustness of t...
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关键词
Training,Support vector machines,Sleep,Process control,Medical services,Predictive models,Brain modeling
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