An EEG spectrogram-based automatic sleep stage scoring method via data augmentation, ensemble convolution neural network, and expert knowledge
Chih‐En Kuo, Guan-Ting Chen, Po-Yu Liao
Topics & Concepts
SpectrogramComputer scienceConvolutional neural networkArtificial intelligencePattern recognition (psychology)VisualizationConvolution (computer science)Artificial neural networkSmoothingSleep StagesMachine learningElectroencephalographyPolysomnographyComputer visionPsychiatryPsychologyEEG and Brain-Computer InterfacesSleep and Work-Related FatigueNon-Invasive Vital Sign Monitoring