Automatic Sleep Stage Classification Using Temporal Convolutional Neural Network and New Data Augmentation Technique from Raw Single-Channel EEG
Author:
Publisher
Elsevier BV
Subject
Health Informatics,Computer Science Applications,Software
Reference47 articles.
1. Automatic detection of obstructive sleep apnea using wavelet transform and entropy-based features from single-lead ecg signal;Zarei;IEEE Journal of Biomedical and Health Informatics,2018
2. A review of signals used in sleep analysis;Roebuck;Physiological Measurement,2013
3. Sleepeegnet: Automated sleep stage scoring with sequence to sequence deep learning approach;Mousavi;PloS one,2019
4. Deepsleepnet: A model for automatic sleep stage scoring based on raw single-channel eeg;Supratak;IEEE Transactions on Neural Systems and Rehabilitation Engineering,2017
5. Automatic sleep stage recurrent neural classifier using energy features of eeg signals;Hsu;Neurocomputing,2013
Cited by 57 articles. 订阅此论文施引文献 订阅此论文施引文献,注册后可以免费订阅5篇论文的施引文献,订阅后可以查看论文全部施引文献
1. Research and application of deep learning-based sleep staging: Data, modeling, validation, and clinical practice;Sleep Medicine Reviews;2024-04
2. Automatic sleep-stage classification based on residual unit and attention networks using directed transfer function of electroencephalogram signals;Biomedical Signal Processing and Control;2024-02
3. Sequence signal reconstruction based multi-task deep learning for sleep staging on single-channel EEG;Biomedical Signal Processing and Control;2024-02
4. Spatiotemporal convolution sleep network based on graph attention mechanism with automatic feature extraction;Computer Methods and Programs in Biomedicine;2024-02
5. IoT-V2E: An Uncertainty-Aware Cross-Modal Hashing Retrieval Between Infrared-Videos and EEGs for Automated Sleep State Analysis;IEEE Internet of Things Journal;2024-02-01
1.学者识别学者识别
2.学术分析学术分析
3.人才评估人才评估
"同舟云学术"是以全球学者为主线,采集、加工和组织学术论文而形成的新型学术文献查询和分析系统,可以对全球学者进行文献检索和人才价值评估。用户可以通过关注某些学科领域的顶尖人物而持续追踪该领域的学科进展和研究前沿。经过近期的数据扩容,当前同舟云学术共收录了国内外主流学术期刊6万余种,收集的期刊论文及会议论文总量共计约1.5亿篇,并以每天添加12000余篇中外论文的速度递增。我们也可以为用户提供个性化、定制化的学者数据。欢迎来电咨询!咨询电话:010-8811{复制后删除}0370
www.globalauthorid.com
TOP
Copyright © 2019-2024 北京同舟云网络信息技术有限公司 京公网安备11010802033243号 京ICP备18003416号-3