Ning Shen

MaskSleepNet: A Cross-Modality Adaptation Neural Network for Heterogeneous Signals Processing in Sleep Staging

Hangyu Zhu, Wei Zhou, Cong Fu et al. · IEEE Journal of Biomedical and Health Informatics · 2023 · 42 citations

Convolutional Neural Network, Engineering, Machine Learning +22

A Lightweight Segmented Attention Network for Sleep Staging by Fusing Local Characteristics and Adjacent Information

Wei Zhou, Hangyu Zhu, Ning Shen et al. · IEEE Transactions on Neural Systems and Rehabilitation Engineering · 2022 · 31 citations · Full text

Sleep Disorders, Convolutional Neural Network, Engineering +24

The Masking Impact of Intra-Artifacts in EEG on Deep Learning-Based Sleep Staging Systems: A Comparative Study

Hangyu Zhu, Yonglin Wu, Ning Shen et al. · IEEE Transactions on Neural Systems and Rehabilitation Engineering · 2022 · 20 citations · Full text

Source Separation, Sleep Disorders, Neuropsychology +26

Towards an automatic narcolepsy detection on ambiguous sleep staging and sleep transition dynamics joint model

Ning Shen, Tian Luo, Chen Chen et al. · Journal of Neural Engineering · 2022 · 12 citations