ST-USleepNet: A Spatial-Temporal Coupling Prominence Network for Multi-Channel Sleep Staging

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ST-USleepNet: A Spatial-Temporal Coupling Prominence Network for Multi-Channel Sleep Staging

International Joint Conference on Artificial Intelligence (IJCAI), 2024

21 August 2024

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Papers citing "ST-USleepNet: A Spatial-Temporal Coupling Prominence Network for Multi-Channel Sleep Staging"

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Title
Fully-Connected Spatial-Temporal Graph for Multivariate Time-Series DataAAAI Conference on Artificial Intelligence (AAAI), 2023 Yucheng Wang Yuecong Xu Jianfei Yang Ruibing Jin Xiaoli Li Lihua Xie Zhenghua Chen AI4TS 142 95 0 11 Sep 2023
Multi-View Spatial-Temporal Graph Convolutional Networks with Domain Generalization for Sleep Stage Classification Ziyu Jia Youfang Lin Jing Wang Xiaojun Ning Yuanlai He R. Zhou Yuhan Zhou Li-wei H. Lehman 97 200 0 04 Sep 2021
SalientSleepNet: Multimodal Salient Wave Detection Network for Sleep StagingInternational Joint Conference on Artificial Intelligence (IJCAI), 2021 Ziyu Jia Youfang Lin Jing Wang Xuehui Wang Peiyi Xie Yingbin Zhang 111 105 0 24 May 2021
U-Time: A Fully Convolutional Network for Time Series Segmentation Applied to Sleep StagingNeural Information Processing Systems (NeurIPS), 2019 Mathias Perslev M. Jensen Kenny Erleben P. Jennum Christian Igel AI4TS 274 290 0 24 Oct 2019
DeepSleepNet: a Model for Automatic Sleep Stage Scoring based on Raw Single-Channel EEG A. Supratak Hao Dong Chao Wu Wenhan Luo 241 1,085 0 12 Mar 2017
Mixed Neural Network Approach for Temporal Sleep Stage ClassificationIEEE transactions on neural systems and rehabilitation engineering (IEEE TNSRE), 2016 Hao Dong A. Supratak W. Pan Chao Wu Paul M. Matthews Wenhan Luo 231 269 0 15 Oct 2016
U-Net: Convolutional Networks for Biomedical Image Segmentation Olaf Ronneberger Philipp Fischer Thomas Brox SSeg 3DV 3.0K 88,566 0 18 May 2015