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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 Automatic sleep classification using adaptive segmentation reveals increased number of sleep stage transitions Sleep Medicine. 2017;40:e66 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 Modulation Classification Method for Multiple Antenna System Based on Convolutional Neural Network . 2020; Automatic Modulation Classification Method for Multiple Antenna System Based on Convolutional Neural Network . 2020; Comparing Classification via Regression and Random Committee for Automatic Sleep Stage Classification in Autism Patients Journal of Physics: Conference Series. 2019;1230:012010 Validation of HRV-based drowsy-driving detection method with EEG sleep stage classification Sleep Medicine. 2017;40:e352 Complex-valued unsupervised convolutional neural networks for sleep stage classification Computer Methods and Programs in Biomedicine. 2018;164:181-191 Automatic Sleep Stage Classification Based on Convolutional Neural Network and Fine-Grained Segments Complexity. 2018;2018:1-13 |
