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INTELLIGENT SLEEP STAGING METHOD AND APPARATUS, ELECTRONIC DEVICE, AND COMPUTER READABLE STORAGE MEDIUM

机译:智能睡眠分期方法和设备,电子设备和计算机可读存储介质

摘要

An intelligent sleep staging method and apparatus, an electronic device (1), and a computer readable storage medium. The method comprises: obtaining an original sleep dataset of a user, and using a preset filtering model to perform filtering pre-processing on the original sleep dataset to obtain a pure sleep dataset (S1); using a preset feature extraction method to perform physiological index feature extraction on the pure sleep dataset to obtain a physiological index dataset during sleep (S2); using a preset feature selection method to perform feature selection on the physiological index dataset to obtain a feature selection dataset (S3); and using a preset sleep stage division method to classify the feature selection dataset to obtain a sleep staging dataset (S4). The sleep quality of a user can be monitored according to physiological index data of the user during sleep.
机译:智能睡眠分期方法和装置,电子设备(1)和计算机可读存储介质。 该方法包括:获取用户的原始睡眠数据集,并使用预设过滤模型在原始睡眠数据集上执行过滤预处理,以获得纯睡眠数据集(S1); 使用预设的特征提取方法在纯睡眠数据集上执行生理索引特征提取,以在睡眠期间获得生理指数数据集(S2); 使用预设功能选择方法在生理索引数据集上执行特征选择以获取特征选择数据集(S3); 并使用预设的睡眠阶段划分方法对特征选择数据集进行分类以获取睡眠暂存数据集(S4)。 可以根据睡眠期间用户的生理指标数据监控用户的睡眠质量。

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