Differences in electroencephalogram signal combination performances in deep learning-based sleep staging

被引:0
|
作者
Tashakori, Masoumeh [1 ,2 ]
Rusanen, Matias [1 ,2 ,3 ]
Karhu, Tuomas [1 ,2 ]
Huttunen, Riku [1 ,2 ]
Leppanen, Timo [1 ,2 ,4 ]
Nikkonen, Sami [1 ,2 ]
机构
[1] Univ Eastern Finland, Tech Phys, Kuopio, Finland
[2] Kuopio Univ Hosp, Diagnost Imaging Ctr, Kuopio, Finland
[3] Grenoble Alpes Univ, Grenoble, France
[4] Univ Queensland, Sch Elect Engn & Comp Sci, Brisbane, Qld, Australia
关键词
D O I
暂无
中图分类号
R74 [神经病学与精神病学];
学科分类号
摘要
P807
引用
收藏
页数:2
相关论文
共 50 条
  • [31] Deep Learning-Based Signal Modulation Identification in OFDM Systems
    Hong, Sheng
    Zhang, Yibin
    Wang, Yu
    Gu, Hao
    Gui, Guan
    Sari, Hikmet
    IEEE ACCESS, 2019, 7 : 114631 - 114638
  • [32] An in-depth survey on Deep Learning-based Motor Imagery Electroencephalogram (EEG) classification
    Wang, Xianheng
    Liesaputra, Veronica
    Liu, Zhaobin
    Wang, Yi
    Huang, Zhiyi
    ARTIFICIAL INTELLIGENCE IN MEDICINE, 2024, 147
  • [33] Deep Learning-Based Discrimination of Focal Electroencephalogram Signals Employing Cross Stockwell Transform
    Modak, Sudip
    Chatterjee, Soumya
    Roy, Saptarshi
    2022 IEEE 6TH INTERNATIONAL CONFERENCE ON CONDITION ASSESSMENT TECHNIQUES IN ELECTRICAL SYSTEMS, CATCON, 2022, : 130 - 134
  • [34] Deep Learning-Based Spermatogenic Staging in Tissue Sections of Cynomolgus Macaque Testes
    Mecklenburg, Lars
    Luetjens, C. Marc
    Romeike, Annette
    Garg, Rohit
    Samanta, Pranab
    Mohanty, Amogh
    Thomas, Tijo
    Weinbauer, Gerhard
    TOXICOLOGIC PATHOLOGY, 2024, 52 (01) : 4 - 12
  • [35] Sequence signal reconstruction based multi-task deep learning for sleep staging on single-channel EEG
    Zhao, Caihong
    Li, Jinbao
    Guo, Yahong
    BIOMEDICAL SIGNAL PROCESSING AND CONTROL, 2024, 88
  • [36] A deep learning-based algorithm for detection of cortical arousal during sleep
    Li, Ao
    Chen, Siteng
    Quan, Stuart F.
    Powers, Linda S.
    Roveda, Janet M.
    SLEEP, 2020, 43 (12)
  • [37] Deep Learning-Based Electrocardiogram Signal Noise Detection and Screening Model
    Yoon, Dukyong
    Lim, Hong Seok
    Jung, Kyoungwon
    Kim, Tae Young
    Lee, Sukhoon
    HEALTHCARE INFORMATICS RESEARCH, 2019, 25 (03) : 201 - 211
  • [38] Multitask Learning-Based Deep Signal Identification for Advanced Spectrum Sensing
    Kim, Hanjin
    Kim, Young-Jin
    Kim, Won-Tae
    SENSORS, 2023, 23 (24)
  • [39] Deep learning-based protoacoustic signal denoising for proton range verification
    Wang, Jing
    Sohn, James J.
    Lei, Yang
    Nie, Wei
    Zhou, Jun
    Avery, Stephen
    Liu, Tian
    Yang, Xiaofeng
    BIOMEDICAL PHYSICS & ENGINEERING EXPRESS, 2023, 9 (04)
  • [40] Deep Learning-Based Signal Detection for Underwater Acoustic OTFS Communication
    Zhang, Yuzhi
    Zhang, Shumin
    Wang, Bin
    Liu, Yang
    Bai, Weigang
    Shen, Xiaohong
    JOURNAL OF MARINE SCIENCE AND ENGINEERING, 2022, 10 (12)