Application of convolutional neural network-based biosensor and electroencephalogram signal in sleep staging
Author:
Publisher
Springer Science and Business Media LLC
Subject
General Computer Science
Link
http://link.springer.com/content/pdf/10.1007/s12652-021-03076-1.pdf
Reference45 articles.
1. Acharya UR, Oh SL, Hagiwara Y, Tan JH, Adam M, Gertych A, San Tan R (2017) A deep convolutional neural network model to classify heartbeats. Comput Biol Med 89:389–396. https://doi.org/10.1016/j.compbiomed.2017.08.022
2. Andreotti F, Phan H, Cooray N, Lo C, Hu MT, De Vos M (2018) Multichannel sleep stage classification and transfer learning using convolutional neural networks. In: 2018 40th annual international conference of the IEEE Engineering in Medicine and Biology Society (EMBC) 2018, pp171–174. https://doi.org/10.1109/EMBC.2018.8512214
3. Ansari AH, Wel OD, Pillay K, Dereymaeker A, Jansen K, Huffel SV, Naulaers G, De Vos M (2020) A convolutional neural network outperforming state-of-the-art sleep staging algorithms for both preterm and term infants. J Neural Eng 17(1):016028. https://doi.org/10.1088/1741-2552/ab5469
4. Baty F, Boesch M, Widmer S, Annaheim S, Fontana P, Camenzind M, Rossi RM, Schoch OD, Brutsche MH (2020) Classification of sleep apnea severity by electrocardiogram monitoring using a novel wearable device. Sensors 20(1):286. https://doi.org/10.3390/s20010286
5. Bo Y, Lu Y, Fang C (2018) Semantic segmentation for high spatial resolution remote sensing images based on convolution neural network and pyramid pooling module. IEEE J Sel Top Appl Earth Obs Remote Sens 11(9):3252–3261. https://doi.org/10.1109/JSTARS.2018.2860989
Cited by 3 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. Brain tumor image segmentation using model average ensembling of deep networks;International Journal of System Assurance Engineering and Management;2024-06-18
2. A Systematic Review and IoMT Based Big Data Framework for COVID-19 Prevention and Detection;Electronics;2022-09-03
3. Multiscale Laplacian graph kernel features combined with tree deep convolutional neural network for the detection of ECG arrhythmia;Biomedical Signal Processing and Control;2022-07
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