Analysis of "scanner frequency" noise in fMRI time series

被引:0
|
作者
li, Shunshan [1 ]
Buonocore, Michael H. [1 ]
Zhuang, Tiange [1 ]
Shi, Jianrong [1 ]
Lai, Song [1 ]
机构
[1] Univ Calif Davis, Imaging Res Ctr, Sacramento, CA 95817 USA
来源
2005 27TH ANNUAL INTERNATIONAL CONFERENCE OF THE IEEE ENGINEERING IN MEDICINE AND BIOLOGY SOCIETY, VOLS 1-7 | 2005年
关键词
D O I
暂无
中图分类号
R318 [生物医学工程];
学科分类号
0831 ;
摘要
MRI system noise often appears in the fMRI timeseries in phantom and human subjects experiments. The predominant characteristic of this MRI system noise is high amplitude at one or a few specific temporal frequencies. These frequencies are immediately found by FFT analysis, but they have also been identified in ICA methods. This study indicates that these frequencies should be considered in the design of experimental paradigms and temporal digital filters.
引用
收藏
页码:5097 / 5098
页数:2
相关论文
共 50 条
  • [1] Bayesian Methods for fMRI Time-Series Analysis Using a Nonstationary Model for the Noise
    Oikonomou, Vangelis P.
    Tripoliti, Evanthia E.
    Fotiadis, Dimitrios I.
    IEEE TRANSACTIONS ON INFORMATION TECHNOLOGY IN BIOMEDICINE, 2010, 14 (03): : 664 - 674
  • [2] Quantification of scanner noise effects in auditory fMRI
    Hall, D
    Goncalves, M
    Summerfield, Q
    Foster, J
    Bowtell, R
    BRITISH JOURNAL OF AUDIOLOGY, 2000, 34 (02): : 95 - 95
  • [3] Colored noise and computational inference in fMRI time series analysis: resampling methods in time and wavelet domains
    Bullmore, ET
    Long, C
    Suckling, J
    Fadili, J
    Calvert, G
    Zelaya, F
    Carpenter, A
    Brammer, RA
    NEUROIMAGE, 2001, 13 (06) : S86 - S86
  • [4] Noise suppression of fMRI time-series in wavelet domain
    Jahanian, H
    Soltanian-Zadeh, H
    Hossein-Zadeh, GA
    SEVENTH IASTED INTERNATIONAL CONFERENCE ON SIGNAL AND IMAGE PROCESSING, 2005, : 136 - 138
  • [5] Nonparametric trend estimation in the presence of fractal noise: Application to fMRI time-series analysis
    Afshinpour, Babak
    Hossein-Zadeh, Gholam-Ali
    Soltanian-Zadeh, Hamid
    JOURNAL OF NEUROSCIENCE METHODS, 2008, 171 (02) : 340 - 348
  • [6] Analysis of fMRI time series with mutual information
    Gomez-Verdejo, Vanessa
    Martinez-Ramon, Manel
    Florensa-Vila, Jose
    Oliviero, Antonio
    MEDICAL IMAGE ANALYSIS, 2012, 16 (02) : 451 - 458
  • [7] Multigrid Priors for fMRI time series analysis
    Caticha, N
    Amaral, SD
    Rabbani, SR
    BAYESIAN INFERENCE AND MAXIMUM ENTROPY METHODS IN SCIENCE AND ENGINEERING, 2004, 735 : 27 - 34
  • [8] Analysis of fMRI time series with mixtures of Gaussians
    Sanguineti, V
    Parodi, C
    Perissinotto, S
    Frisone, F
    Vitali, P
    Morasso, P
    Rodriguez, G
    IJCNN 2000: PROCEEDINGS OF THE IEEE-INNS-ENNS INTERNATIONAL JOINT CONFERENCE ON NEURAL NETWORKS, VOL I, 2000, : 331 - 335
  • [9] Geostatistical analysis in clustering fMRI time series
    Ye, Jun
    Lazar, Nicole A.
    Li, Yehua
    STATISTICS IN MEDICINE, 2009, 28 (19) : 2490 - 2508
  • [10] Colored noise and computational inference in neurophysiological (fMRI) time series analysis: Resampling methods in time and wavelet domains
    Bullmore, ET
    Long, C
    Suckling, J
    Fadili, J
    Calvert, G
    Zelaya, F
    Carpenter, TA
    Brammer, M
    HUMAN BRAIN MAPPING, 2001, 12 (02) : 61 - 78