模型

作者

方法

基于公开数据集PhysioNet准确率

基于福建省某医院睡眠中心数据准确率

模型-3

Fraiwan. et al.(2015) [33]

Based on time-frequency analysis of and random forest classifier

79.23%

70.45%

模型-4

Orestis Tsinalis, et al. (2016) [34]

Using Convolutional Neural Networks

74.00%

63.850%

模型-B

Wang and Xu et al.

Based the multi-channels EEG and CNN

80.05%

81.93%