A Short-Time Insomnia Detection System Based on Sleep EOG With RCMSE Analysis. - Chih-En Kuo; Guan-Ting Chen 006 (IEEE Access, 2020)

Automatic Sleep Staging Based on a Hybrid Stacked LSTM Neural Network: Verification Using Large-Scale Dataset. - Chih-En Kuo; Guan-Ting Chen 006 (IEEE Access, 2020)

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 006; Po-Yu Liao (Biomed. Signal Process. Control., 2021)

Towards precision sleep medicine: Self-attention GAN as an innovative data augmentation technique for developing personalized automatic sleep scoring classification. - Chih-En Kuo; Tsung-Hua Lu; Guan-Ting Chen 006; Po-Yu Liao (Comput. Biol. Medicine, 2022)