VALIDATION STUDY OF NEURAL NETWORK ALGORITHM FOR AUTOMATED SLEEP STAGE SCORING: STAGENET

被引:0
|
作者
Choi, J. [1 ]
Moon, J. [2 ]
机构
[1] Soonchunhyang Univ, Coll Med, Bucheon Hosp, Dept Otorhinolaryngol Head & Neck Surg, Bucheon, South Korea
[2] Soonchunhyang Univ, Coll Med, Bucheon Hosp, Dept Biostat,Clin Trial Ctr, Bucheon, South Korea
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
0440
引用
收藏
页码:A169 / A169
页数:1
相关论文
共 50 条
  • [1] Validation Study on Automated Sleep Stage Scoring Using a Deep Learning Algorithm
    Cho, Jae Hoon
    Choi, Ji Ho
    Moon, Ji Eun
    Lee, Young Jun
    Lee, Ho Dong
    Ha, Tae Kyoung
    [J]. MEDICINA-LITHUANIA, 2022, 58 (06):
  • [2] Automated sleep stage scoring of the Sleep Heart Health Study using deep neural networks
    Zhang, Linda
    Fabbri, Daniel
    Upender, Raghu
    Kent, David
    [J]. SLEEP, 2019, 42 (11)
  • [3] Comparison of automated deep neural network against manual sleep stage scoring in clinical data
    Cheng, Hanrong
    Yang, Yifei
    Shi, Jingshu
    Li, Zhangbo
    Feng, Yang
    Wang, Xingjun
    [J]. Computers in Biology and Medicine, 2024, 179
  • [4] Automated Sleep Stage Scoring Using Time-Frequency Spectra Convolution Neural Network
    Jadhav, Pankaj
    Mukhopadhyay, Siddhartha
    [J]. IEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT, 2022, 71
  • [5] Validation of an automatic sleep scoring program using neural network
    Hsieh, J
    Robinson, EL
    Fuller, CA
    [J]. SLEEP, 2004, 27 : 366 - 367
  • [6] Automated multi-model deep neural network for sleep stage scoring with unfiltered clinical data
    Xiaoqing Zhang
    Mingkai Xu
    Yanru Li
    Minmin Su
    Ziyao Xu
    Chunyan Wang
    Dan Kang
    Hongguang Li
    Xin Mu
    Xiu Ding
    Wen Xu
    Xingjun Wang
    Demin Han
    [J]. Sleep and Breathing, 2020, 24 : 581 - 590
  • [7] Automated multi-model deep neural network for sleep stage scoring with unfiltered clinical data
    Zhang, Xiaoqing
    Xu, Mingkai
    Li, Yanru
    Su, Minmin
    Xu, Ziyao
    Wang, Chunyan
    Kang, Dan
    Li, Hongguang
    Mu, Xin
    Ding, Xiu
    Xu, Wen
    Wang, Xingjun
    Han, Demin
    [J]. SLEEP AND BREATHING, 2020, 24 (02) : 581 - 590
  • [8] VIDEOSOMNOGRAPHY: A VALIDATION STUDY OF AUTOMATED SLEEP SCORING IN A PEDIATRIC SAMPLE
    Schwichtenberg, A. J.
    Choe, J.
    Kellerman, A.
    Abel, E.
    Delp, E. J.
    [J]. SLEEP, 2017, 40 : A349 - A349
  • [9] Robust, automated sleep scoring by a compact neural network with distributional shift correction
    Barger, Zeke
    Frye, Charles G.
    Liu, Danqian
    Dan, Yang
    Bouchard, Kristofer E.
    [J]. PLOS ONE, 2019, 14 (12):
  • [10] Automatic sleep stage scoring system using genetic algorithms and neural network
    Kim, BY
    Park, KS
    [J]. PROCEEDINGS OF THE 22ND ANNUAL INTERNATIONAL CONFERENCE OF THE IEEE ENGINEERING IN MEDICINE AND BIOLOGY SOCIETY, VOLS 1-4, 2000, 22 : 849 - 850