A new method for detection of active brain regions with event-related fMRI time series analysis

被引:0
|
作者
Duque, Juliano J. [1 ]
Sturzbecher, Marcio J. [1 ]
Araujo, Draulio B. [1 ]
Felipe, Joaquim C. [1 ]
机构
[1] Univ Sao Paulo, Dept Phys & Math, Fac Philosophy Sci & Letter Ribeirao Preto, BR-05508 Sao Paulo, Brazil
基金
巴西圣保罗研究基金会;
关键词
D O I
10.1109/SIBGRAPI.2007.34
中图分类号
TP39 [计算机的应用];
学科分类号
081203 ; 0835 ;
摘要
Functional magnetic resonance imaging (fMRI) has been applied with several purposes in clinical environment as well as in basic neuroscience studies. The main purpose of fMRI is to map brain activity, which is achieved by applying statistical methods to time series of each voxel intensity, related to changes in blood oxygen level, in response to a short stimulus. In this work, we propose a new method for the analysis of event-related fMRI based in the use of the Dynamic Time Warping technique to compare pixel intensity time series. The results show the ability to discriminate activated brain regions, when subjects were engaged in a motor task.
引用
收藏
页码:329 / +
页数:2
相关论文
共 50 条
  • [41] An event-related fMRI investigation of voice-onset time discrimination
    Hutchison, Emmette R.
    Blumstein, Sheila E.
    Myers, Emily B.
    [J]. NEUROIMAGE, 2008, 40 (01) : 342 - 352
  • [42] Separating brain regions involved in internally guided and visual feedback control of moving effectors: An event-related fMRI study
    Ogawa, Kenji
    Inui, Toshio
    Sugio, Takeshi
    [J]. NEUROIMAGE, 2006, 32 (04) : 1760 - 1770
  • [43] Event-related fMRI of pain: entering a new era in imaging pain
    Davis, KD
    Kwan, CL
    Crawley, AP
    Mikulis, DJ
    [J]. NEUROREPORT, 1998, 9 (13) : 3019 - 3023
  • [44] Unsupervised metrics of brain region significance for event-related fMRI intersession experiments
    Markides, Loizos
    Gillies, Duncan Fyfe
    [J]. 2014 INTERNATIONAL WORKSHOP ON PATTERN RECOGNITION IN NEUROIMAGING, 2014,
  • [45] A new trigemino-nociceptive stimulation model for event-related fMRI
    Stankewitz, A.
    Voit, H. L.
    Bingel, U.
    Peschke, C.
    May, A.
    [J]. CEPHALALGIA, 2010, 30 (04) : 475 - 485
  • [46] Frequency effects of Chinese character processing in the brain: an event-related fMRI study
    Kuo, WJ
    Yeh, TC
    Lee, CY
    Wu, YT
    Chou, CC
    Ho, LT
    Hung, DL
    Tzeng, OJL
    Hsieh, JC
    [J]. NEUROIMAGE, 2003, 18 (03) : 720 - 730
  • [47] Brain activity during simple and sequential movements as revealed by event-related fMRI
    Jia, FC
    Zhang, MM
    Zhu, YH
    Zang, YF
    Weng, XC
    Hazeltine, E
    Ivry, R
    [J]. NEUROIMAGE, 2001, 13 (06) : S1198 - S1198
  • [48] Brain activity during automatic semantic priming revealed by event-related fMRI
    Copland, D
    De Zubicaray, G
    McMahon, K
    Wilson, S
    Eastburn, M
    Chenery, H
    [J]. AUSTRALIAN JOURNAL OF PSYCHOLOGY, 2003, 55 : 14 - 14
  • [49] Time series event detection method based on wavelet analysis
    Lu B.
    Chang Z.
    Jin T.
    Wang J.
    [J]. Jisuanji Jicheng Zhizao Xitong/Computer Integrated Manufacturing Systems, CIMS, 2022, 28 (10): : 3031 - 3038
  • [50] Event-related coherence as a tool for studying dynamic interaction of brain regions
    Andrew, C
    Pfurtscheller, G
    [J]. ELECTROENCEPHALOGRAPHY AND CLINICAL NEUROPHYSIOLOGY, 1996, 98 (02): : 144 - 148