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| Fast Convolutional Method for Automatic Sleep Stage Classification |
| Intan Nurma Yulita, Mohamad Ivan Fanany, Aniati Murni Arymurthy |
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Healthc Inform Res. 2018;24(3):170-178. Published online July 31, 2018 DOI: https://doi.org/10.4258/hir.2018.24.3.170 |
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Fast Convolutional Method for Automatic Sleep Stage Classification Healthcare Informatics Research. 2018;24(3):170  Multi-Branch Convolutional Neural Network for Automatic Sleep Stage Classification with Embedded Stage Refinement and Residual Attention Channel Fusion Sensors. 2020;20(22):6592 A single-channel EEG based automatic sleep stage classification method leveraging deep one-dimensional convolutional neural network and hidden Markov model Biomedical Signal Processing and Control. 2021;68:102581 Automatic Sleep Stage Classification Based on Convolutional Neural Network and Fine-Grained Segments Complexity. 2018;2018:1-13 Automatic sleep classification using adaptive segmentation reveals increased number of sleep stage transitions Sleep Medicine. 2017;40:e66 Automatic Sleep Stage Classification Using Temporal Convolutional Neural Network and New Data Augmentation Technique from Raw Single-Channel EEG Computer Methods and Programs in Biomedicine. 2021;204:106063 Orthogonal convolutional neural networks for automatic sleep stage classification based on single-channel EEG Computer Methods and Programs in Biomedicine. 2020;183:105089 A novel, fast and efficient single-sensor automatic sleep-stage classification based on complementary cross-frequency coupling estimates Clinical Neurophysiology. 2018;129(4):815-828 Automatic sleep stage classification with reduced epoch of EEG Evolutionary Intelligence. 2021; Automatic Sleep Stage Classification Based on Two-channel EOG and One-channel EMG . 2021; |
