Subspace Pattern Recognition Method for Brain Stroke Detection

被引:5
|
作者
Wu, Yizhi [1 ]
Xu, Xieyun [1 ]
Zhu, Ming-Da [1 ]
机构
[1] Donghua Univ, Coll Informat Sci & Technol, Engn Res Ctr Digitized Text & Fash Technol, Shanghai, Peoples R China
基金
中国国家自然科学基金;
关键词
D O I
10.2528/PIERL16091001
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
\Brain stroke is a serious disease and one of the major causes of death. Stroke detection based on the frequently studied microwave imaging method is computation-intensive and not always reliable. This paper presents a stroke-detection scheme based on subspace classification technique. Specifically, the stroke is detected and located by using the intersection of the positive antenna lines, i.e. connecting the transmitter and receiver. The numerical results show that the proposed method can detect and locate blood clots efficiently.
引用
收藏
页码:119 / 126
页数:8
相关论文
共 50 条
  • [31] Detection Method of Nature Gas Pipeline Leakage Based on Pattern Recognition
    Wang Shuai
    Yu Jian-jun
    Yan Ming-qing
    Xiao Shu-ying
    MEMS, NANO AND SMART SYSTEMS, PTS 1-6, 2012, 403-408 : 3144 - +
  • [32] Research on Pattern Recognition Method for Honey Nectar Detection by Electronic Nose
    Liu, Ningjing
    Shi, Bolin
    Zhao, Lei
    Qing, Zhaoshen
    Ji, Baopin
    Zhou, Feng
    Computer and Computing Technologies in Agriculture VIII, 2015, 452 : 393 - 403
  • [33] Analog fault detection using a neuro fuzzy pattern recognition method
    Asgary, R
    Mohammadi, K
    ARTIFICIAL NEURAL NETWORKS: FORMAL MODELS AND THEIR APPLICATIONS - ICANN 2005, PT 2, PROCEEDINGS, 2005, 3697 : 893 - 898
  • [34] Detection of focal epilepsy in brain maps through a novel pattern recognition technique
    Dominguez, Eric Ceballos
    Subathra, M. S. P.
    Sairamya, N. J.
    George, S. Thomas
    NEURAL COMPUTING & APPLICATIONS, 2020, 32 (14): : 10143 - 10157
  • [35] Detection of focal epilepsy in brain maps through a novel pattern recognition technique
    Eric Ceballos Dominguez
    M. S. P. Subathra
    N. J. Sairamya
    S. Thomas George
    Neural Computing and Applications, 2020, 32 : 10143 - 10157
  • [36] RECIPROCAL SUBSPACE METHOD FOR PATTERN CLASSIFICATION - 1.
    Noguchi, Yoshio
    Bulletin of the Electrotechnical Laboratory, Tokyo, 1975, 39 (11): : 790 - 810
  • [37] Automatic method recognition of ischemic stroke area on unenhanced CT brain images
    Yahiaoui, Amina Fatima Zahra
    Bessaid, Abdelhafid
    INTERNATIONAL JOURNAL OF BIOMEDICAL ENGINEERING AND TECHNOLOGY, 2022, 38 (04) : 319 - 333
  • [38] Pattern recognition using maximum likelihood estimation and orthogonal subspace projection
    Islam, M. M.
    Alam, M. S.
    OPTICAL INFORMATION SYSTEMS IV, 2006, 6311
  • [39] Growing subspace pattern recognition methods and their neural-network models
    Prakash, M
    Murty, MN
    IEEE TRANSACTIONS ON NEURAL NETWORKS, 1997, 8 (01): : 161 - 168
  • [40] Face recognition using orthonormal discriminant subspace method
    Sun, DR
    Wu, LN
    ACTIVE MEDIA TECHNOLOGY, 2003, : 314 - 319