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Po-Yu Liao
Publication Activity (10 Years)
Years Active: 2021-2022
Publications (10 Years): 3
Top Topics
Sleep Stage
Classifier Ensemble
Nearest Neighbour
Expert Knowledge
Top Venues
APSIPA ASC
Biomed. Signal Process. Control.
Comput. Biol. Medicine
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Publications
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Chih-En Kuo
,
Tsung-Hua Lu
,
Guan-Ting Chen
,
Po-Yu Liao
Towards precision sleep medicine: Self-attention GAN as an innovative data augmentation technique for developing personalized automatic sleep scoring classification.
Comput. Biol. Medicine
148 (2022)
Chih-En Kuo
,
Guan-Ting Chen
,
Po-Yu Liao
An EEG spectrogram-based automatic sleep stage scoring method via data augmentation, ensemble convolution neural network, and expert knowledge.
Biomed. Signal Process. Control.
70 (2021)
Chih-En Kuo
,
Po-Yu Liao
,
Yu-Syuan Lin
A Self-attention-based Ensemble Convolution Neural Network Approach for Sleep Stage Classification with Merged Spectrogram.
APSIPA ASC
(2021)