Convolutional Neural Network Based Sleep Stage Classification with Class Imbalance
Published in 2022 International Joint Conference on Neural Networks (IJCNN), 2022
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Publications
Alleviating Class Imbalance Problem in Automatic Sleep Stage Classification
Published in IEEE Transactions on Instrumentation and Measurement (TIM) , 2022
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SingleChannelNet: A model for automatic sleep stage classification with raw single-channel EEG
Published in Biomedical Signal Processing and Control (BSPC) , 2022
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LightSleepNet: A Lightweight Deep Model for Rapid Sleep Stage Classification with Spectrograms
Published in 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC), 2021
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A Deep Learning Model for Automatic Sleep Scoring using Multimodality Time Series
Published in 28th European Signal Processing Conference (EUSIPCO), 2021
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Automatic sleep scoring: A deep learning architecture for multi-modality time series
Published in Journal of Neuroscience Methods, 2021
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The influence of muscle fiber type on slow component of oxygen uptake kinetics
Published in Proceedings of the Institution of Mechanical Engineers, Part C: Journal of Mechanical Engineering Science, 2020
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Wavelet and principal component analysis of electromyographic activity and slow component of oxygen uptake during heavy and severe cycling exercise
Published in Applied Physiology, Nutrition, and Metabolism, 2019
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