A Specialized Interactive Data Application for EEG-Based Sleep Studies

被引:0
|
作者
Panagopoulos, George [1 ]
Palmer, Cara A. [1 ]
机构
[1] Univ Houston, Hlth & Biomed Sci Ctr, Calhoun Rd 4849, Houston, TX 77004 USA
关键词
Data visualization; EEG; Sleep Study;
D O I
10.1145/3056540.3076179
中图分类号
TP3 [计算技术、计算机技术];
学科分类号
0812 ;
摘要
In this paper we present an approach for multimodal visualization of a subject's EEG recordings, specialized for sleep studies. A web application was developed and a real test case from asleep study with a clinically-anxious child (age 7, male) were exploited in order to showcase the operation and use of the tool.
引用
收藏
页码:399 / 402
页数:4
相关论文
共 50 条
  • [41] EEG-Based Multioutput Classification of Sleep Stage and Apnea Using Deep Learning
    Jo, Donghyeok
    Lee, Choel-Hui
    Kim, Hakseung
    Kim, Hayom
    Kim, Jung Bin
    Kim, Dong-Joo
    2023 11TH INTERNATIONAL WINTER CONFERENCE ON BRAIN-COMPUTER INTERFACE, BCI, 2023,
  • [42] A novel single channel EEG-based sleep stage classification using SVM
    Gurrala, Vijayakumar
    Yarlagadda, Padmasai
    Koppireddi, Padmaraju
    INTERNATIONAL JOURNAL OF BIOMEDICAL ENGINEERING AND TECHNOLOGY, 2021, 36 (02) : 119 - 132
  • [43] EEG-Based Automatic Sleep Staging Using Ontology and Weighting Feature Analysis
    Zhang, Bingtao
    Lei, Tao
    Liu, Hong
    Cai, Hanshu
    COMPUTATIONAL AND MATHEMATICAL METHODS IN MEDICINE, 2018, 2018
  • [44] MRNet: a Multi-scale Residual Network for EEG-based Sleep Staging
    Xue Jiang
    Zhao, Jianhui
    Du Bo
    An Panfeng
    Guo, Haowen
    Yuan, Zhiyong
    2021 INTERNATIONAL JOINT CONFERENCE ON NEURAL NETWORKS (IJCNN), 2021,
  • [45] EEG-Based Person Identification Using Rhythmic Brain Activity During Sleep
    Koutras, Athanasios
    Kostopoulos, George K.
    ARTIFICIAL NEURAL NETWORKS AND MACHINE LEARNING - ICANN 2018, PT III, 2018, 11141 : 682 - 692
  • [46] An EEG-Based Brain-Computer Interface for Automatic Sleep Stage Classification
    Chen, Tao
    Huang, Haiyun
    Pan, Jiahui
    Li, Yuanqing
    PROCEEDINGS OF THE 2018 13TH IEEE CONFERENCE ON INDUSTRIAL ELECTRONICS AND APPLICATIONS (ICIEA 2018), 2018, : 1988 - 1991
  • [47] Paint with Your Mind: Designing EEG-based Interactive Installation for Traditional Chinese Artworks
    Chen, Zitong
    Liao, Jing
    Chen, Jianqiao
    Zhou, Chuyi
    Chai, Fangbing
    Wu, Yang
    Hansen, Preben
    PROCEEDINGS OF THE FIFTEENTH INTERNATIONAL CONFERENCE ON TANGIBLE, EMBEDDED, AND EMBODIED INTERACTION, TEI 2021, 2021,
  • [48] Enhancing Positive Emotions through Interactive Virtual Reality Experiences: An EEG-Based Investigation
    Cheng, Shiwei
    Sheng, Danyi
    Gao, Yuefan
    Dong, Zhanxun
    Han, Ting
    2024 IEEE CONFERENCE ON VIRTUAL REALITY AND 3D USER INTERFACES, VR 2024, 2024, : 189 - 199
  • [49] Advances in EEG-Based Biometry
    Ferreira, Antonio
    Almeida, Carlos
    Georgieva, Petia
    Tome, Ana
    Silva, Filipe
    IMAGE ANALYSIS AND RECOGNITION, 2010, PT II, PROCEEDINGS, 2010, 6112 : 287 - 295
  • [50] EEG-based seizure detection
    Baumgartner, C.
    EUROPEAN JOURNAL OF NEUROLOGY, 2017, 24 : 748 - 748