메뉴 건너뛰기




Volumn 59, Issue 1, 2012, Pages 478-489

Signal quality and Bayesian signal processing in neurofeedback based on real-time fMRI

Author keywords

Bayesian; Kalman filter; Neurofeedback; Real time fMRI; Signal processing; Signal quality

Indexed keywords

ADULT; ARTICLE; ARTIFACT; BAYES THEOREM; BOLD SIGNAL; CONTROLLED STUDY; EVOKED RESPONSE; FEMALE; FILTER; FUNCTIONAL MAGNETIC RESONANCE IMAGING; HUMAN; HUMAN EXPERIMENT; IMAGE QUALITY; KALMAN FILTER; MALE; NEUROFEEDBACK; NORMAL HUMAN; PRIORITY JOURNAL; RELIABILITY; SIGNAL NOISE RATIO; SIGNAL PROCESSING; SIMULATION; STATISTICS;

EID: 80054115716     PISSN: 10538119     EISSN: 10959572     Source Type: Journal    
DOI: 10.1016/j.neuroimage.2011.07.076     Document Type: Article
Times cited : (50)

References (60)
  • 1
    • 34249306009 scopus 로고    scopus 로고
    • Real-time functional MRI: development and emerging applications
    • Bagarinao E., Nakai T., Tanaka Y. Real-time functional MRI: development and emerging applications. Magn. Reson. Med. 2006, 5:157-165.
    • (2006) Magn. Reson. Med. , vol.5 , pp. 157-165
    • Bagarinao, E.1    Nakai, T.2    Tanaka, Y.3
  • 2
    • 0037308617 scopus 로고    scopus 로고
    • Detection of eye movements from fMRI data
    • Beauchamp M.S. Detection of eye movements from fMRI data. Magn. Reson. Med. 2003, 49:376-380.
    • (2003) Magn. Reson. Med. , vol.49 , pp. 376-380
    • Beauchamp, M.S.1
  • 5
    • 0034262656 scopus 로고    scopus 로고
    • On the parameterization and design of an extended Kalman filter frequency tracker
    • Bittanti S., Savaresi S.M. On the parameterization and design of an extended Kalman filter frequency tracker. IEEE Trans. Autom. Control 2000, 45:1718-1724.
    • (2000) IEEE Trans. Autom. Control , vol.45 , pp. 1718-1724
    • Bittanti, S.1    Savaresi, S.M.2
  • 6
    • 0029999731 scopus 로고    scopus 로고
    • Linear systems analysis of functional magnetic resonance imaging in human V1
    • Boynton G., Engel S., Glover G., Heeger D. Linear systems analysis of functional magnetic resonance imaging in human V1. J. Neurosci. 1996, 16:4207.
    • (1996) J. Neurosci. , vol.16 , pp. 4207
    • Boynton, G.1    Engel, S.2    Glover, G.3    Heeger, D.4
  • 7
    • 34447529154 scopus 로고    scopus 로고
    • Direct instrumental conditioning of neural activity using functional magnetic resonance imaging-derived reward feedback
    • Bray S., Shimojo J.P., O'Doherty J.P. Direct instrumental conditioning of neural activity using functional magnetic resonance imaging-derived reward feedback. J. Neurosci. 2007, 27:7498-7507.
    • (2007) J. Neurosci. , vol.27 , pp. 7498-7507
    • Bray, S.1    Shimojo, J.P.2    O'Doherty, J.P.3
  • 9
    • 0012791435 scopus 로고
    • On the theory of filter amplifiers
    • Butterworth S. On the theory of filter amplifiers. In Wireless Engineer 1930, 7:536-541.
    • (1930) In Wireless Engineer , vol.7 , pp. 536-541
    • Butterworth, S.1
  • 11
    • 67749096071 scopus 로고    scopus 로고
    • Robust correction of spike noise: application to diffusion tensor imaging
    • Chavez S., Storey P., Graham S.J. Robust correction of spike noise: application to diffusion tensor imaging. Magn. Reson. Med. 2009, 62:510-519.
    • (2009) Magn. Reson. Med. , vol.62 , pp. 510-519
    • Chavez, S.1    Storey, P.2    Graham, S.J.3
  • 12
    • 0028854356 scopus 로고
    • Real-time functional magnetic resonance imaging
    • Cox R.W., Jesmanowicz A., Hyde J.S. Real-time functional magnetic resonance imaging. MRM 1995, 33:230-236.
    • (1995) MRM , vol.33 , pp. 230-236
    • Cox, R.W.1    Jesmanowicz, A.2    Hyde, J.S.3
  • 13
    • 73749087391 scopus 로고    scopus 로고
    • Functional near infrared spectroscopy (NIRS) signal improvement based on negative correlation between oxygenated and deoxygenated hemoglobin dynamics
    • Cui X., Bray S., Reiss A.L. Functional near infrared spectroscopy (NIRS) signal improvement based on negative correlation between oxygenated and deoxygenated hemoglobin dynamics. NeuroImage 2009, 49:3039-3046.
    • (2009) NeuroImage , vol.49 , pp. 3039-3046
    • Cui, X.1    Bray, S.2    Reiss, A.L.3
  • 16
    • 23744504166 scopus 로고    scopus 로고
    • Detecting and adjusting for artifacts in fMRI time series data
    • Diedrichsen J., Shadmehr R. Detecting and adjusting for artifacts in fMRI time series data. NeuroImage 2005, 27:624-634.
    • (2005) NeuroImage , vol.27 , pp. 624-634
    • Diedrichsen, J.1    Shadmehr, R.2
  • 21
    • 0033956229 scopus 로고    scopus 로고
    • Functional magnetic resonance imaging in real time (FIRE): sliding-window correlation analysis and reference-vector optimization
    • Gembris D., Taylor J.G., Schor S., Frings W., Suter D., Posse S. Functional magnetic resonance imaging in real time (FIRE): sliding-window correlation analysis and reference-vector optimization. Magn. Reson. Med. 2000, 43:259-268.
    • (2000) Magn. Reson. Med. , vol.43 , pp. 259-268
    • Gembris, D.1    Taylor, J.G.2    Schor, S.3    Frings, W.4    Suter, D.5    Posse, S.6
  • 22
    • 0033934775 scopus 로고    scopus 로고
    • Image-based method for retrospective correction of physiological motion effects in fMRI: RETROICOR
    • Glover G.H., Li T.Q., Ress D. Image-based method for retrospective correction of physiological motion effects in fMRI: RETROICOR. Magn. Reson. Med. 2000, 44:162-167.
    • (2000) Magn. Reson. Med. , vol.44 , pp. 162-167
    • Glover, G.H.1    Li, T.Q.2    Ress, D.3
  • 23
    • 0042149449 scopus 로고    scopus 로고
    • Cortex-based real-time fMRI
    • Goebel R. Cortex-based real-time fMRI. Neuroimage 2001, 13:S129.
    • (2001) Neuroimage , vol.13
    • Goebel, R.1
  • 24
    • 0036173225 scopus 로고    scopus 로고
    • Despiking Acoustic Doppler Velocimeter Data
    • Goring D.G., Nikora V.I. Despiking Acoustic Doppler Velocimeter Data. J. Hydraul. Eng. 2002, 128:117-126.
    • (2002) J. Hydraul. Eng. , vol.128 , pp. 117-126
    • Goring, D.G.1    Nikora, V.I.2
  • 27
    • 77952318616 scopus 로고    scopus 로고
    • Real-time fMRI feedback training may improve chronic tinnitus
    • Haller S., Birbaumer N., Veit R. Real-time fMRI feedback training may improve chronic tinnitus. Eur. Radiol. 2010, 20:696-703.
    • (2010) Eur. Radiol. , vol.20 , pp. 696-703
    • Haller, S.1    Birbaumer, N.2    Veit, R.3
  • 28
    • 77955306267 scopus 로고    scopus 로고
    • Dynamic Granger causality based on Kalman filter for evaluation of functional network connectivity in fMRI data
    • Havlicek M., Jan J., Brazdil M., Calhoun V.D. Dynamic Granger causality based on Kalman filter for evaluation of functional network connectivity in fMRI data. NeuroImage 2010, 53:65-77.
    • (2010) NeuroImage , vol.53 , pp. 65-77
    • Havlicek, M.1    Jan, J.2    Brazdil, M.3    Calhoun, V.D.4
  • 30
    • 0003818823 scopus 로고    scopus 로고
    • [Online book], Rochester Institute of Technology
    • Hornak J.P. The basics of MRI 2010, [Online book], Rochester Institute of Technology.
    • (2010) The basics of MRI
    • Hornak, J.P.1
  • 32
    • 70350028165 scopus 로고    scopus 로고
    • Neurofeedback: a promising tool for the self-regulation of emotion networks
    • Johnston S.J., Boehm S.G., Healy D., Goebel R., Linden D.E.J. Neurofeedback: a promising tool for the self-regulation of emotion networks. NeuroImage 2010, 49:1066-1072.
    • (2010) NeuroImage , vol.49 , pp. 1066-1072
    • Johnston, S.J.1    Boehm, S.G.2    Healy, D.3    Goebel, R.4    Linden, D.E.J.5
  • 33
    • 85024429815 scopus 로고
    • A new approach to linear filtering and prediction problems. Transactions of the ASME
    • Kalman R.E. A new approach to linear filtering and prediction problems. Transactions of the ASME. J. of Basic Eng. 1960, 82:35-45.
    • (1960) J. of Basic Eng. , vol.82 , pp. 35-45
    • Kalman, R.E.1
  • 34
    • 41649120317 scopus 로고    scopus 로고
    • Spatio-temporal characteristics of low-frequency BOLD signal fluctuations in isoflurane-anesthetized rat brain
    • Kannurpatti S.S., Biswal B.B., Kim Y.R., Rosen B.R. Spatio-temporal characteristics of low-frequency BOLD signal fluctuations in isoflurane-anesthetized rat brain. NeuroImage 2008, 40:1738-1747.
    • (2008) NeuroImage , vol.40 , pp. 1738-1747
    • Kannurpatti, S.S.1    Biswal, B.B.2    Kim, Y.R.3    Rosen, B.R.4
  • 35
    • 80054119122 scopus 로고    scopus 로고
    • Decoding fMRI brain states in real-time
    • 2010
    • LaConte S.M. Decoding fMRI brain states in real-time. NeuroImage 2010, 2010.
    • (2010) NeuroImage
    • LaConte, S.M.1
  • 36
    • 57549083223 scopus 로고    scopus 로고
    • Brain-machine interface via real-time fMRI: preliminary study on thought-controlled robotic arm
    • Lee J.H., Ryu J., Jolesz F.A., Cho Z.H., Yoo S.S. Brain-machine interface via real-time fMRI: preliminary study on thought-controlled robotic arm. Neurosci. Lett. 2009, 450:1-6.
    • (2009) Neurosci. Lett. , vol.450 , pp. 1-6
    • Lee, J.H.1    Ryu, J.2    Jolesz, F.A.3    Cho, Z.H.4    Yoo, S.S.5
  • 37
    • 0035168702 scopus 로고    scopus 로고
    • Evaluation of motion and realignment for functional magnetic resonance imaging in real time
    • Mathiak K., Posse S. Evaluation of motion and realignment for functional magnetic resonance imaging in real time. Magn. Reson. Med. 2001, 45:167-171.
    • (2001) Magn. Reson. Med. , vol.45 , pp. 167-171
    • Mathiak, K.1    Posse, S.2
  • 38
    • 0015021890 scopus 로고
    • The assessment and analysis of handedness: the Edinburgh inventory
    • Oldfield R.C. The assessment and analysis of handedness: the Edinburgh inventory. Neuropsychologia 1971, 9:97-113.
    • (1971) Neuropsychologia , vol.9 , pp. 97-113
    • Oldfield, R.C.1
  • 41
    • 84946637626 scopus 로고
    • Control chart tests based on geometric moving averages
    • Roberts S.W. Control chart tests based on geometric moving averages. Technometrics 1959, 1:239-250.
    • (1959) Technometrics , vol.1 , pp. 239-250
    • Roberts, S.W.1
  • 43
    • 66249100910 scopus 로고    scopus 로고
    • Self-regulation of regional cortical activity using real-time fMRI: the right inferior frontal gyrus and linguistic processing
    • Rota G., Sitaram R., Veit R., Erb M., Weiskopf N., Dogil G., Birbaumer N. Self-regulation of regional cortical activity using real-time fMRI: the right inferior frontal gyrus and linguistic processing. Hum. Brain Mapp. 2009, 30:1605-1614.
    • (2009) Hum. Brain Mapp. , vol.30 , pp. 1605-1614
    • Rota, G.1    Sitaram, R.2    Veit, R.3    Erb, M.4    Weiskopf, N.5    Dogil, G.6    Birbaumer, N.7
  • 45
    • 0032994290 scopus 로고    scopus 로고
    • Quality control for functional magnetic resonance imaging using automated data analysis and Shewhart charting
    • Simmons A., Moore E., Williams S.C. Quality control for functional magnetic resonance imaging using automated data analysis and Shewhart charting. Magn. Reson. Med. 1999, 41:1274-1278.
    • (1999) Magn. Reson. Med. , vol.41 , pp. 1274-1278
    • Simmons, A.1    Moore, E.2    Williams, S.C.3
  • 48
    • 0033822261 scopus 로고    scopus 로고
    • Prospective acquisition correction for head motion with image-based tracking for real-time fMRI
    • Thesen S., Heid O., Mueller E., Schad L.R. Prospective acquisition correction for head motion with image-based tracking for real-time fMRI. Magn. Reson. Med. 2000, 44:457-465.
    • (2000) Magn. Reson. Med. , vol.44 , pp. 457-465
    • Thesen, S.1    Heid, O.2    Mueller, E.3    Schad, L.R.4
  • 49
    • 33846791458 scopus 로고    scopus 로고
    • Basic Principles of functional MRI
    • Elsevier, San Diego, R. Edelman, J. Hesselink, M. Zlatkin (Eds.)
    • Uludag K., Dubowitz D.J., Buxton R.B. Basic Principles of functional MRI. Clinical MRI 2005, 249-287. Elsevier, San Diego. R. Edelman, J. Hesselink, M. Zlatkin (Eds.).
    • (2005) Clinical MRI , pp. 249-287
    • Uludag, K.1    Dubowitz, D.J.2    Buxton, R.B.3
  • 51
    • 0033178620 scopus 로고    scopus 로고
    • Real-time fMRI paradigm control, physiology, and behavior combined with near real-time statistical analysis
    • Voyvodic J.T. Real-time fMRI paradigm control, physiology, and behavior combined with near real-time statistical analysis. NeuroImage 1999, 10(2):91-106.
    • (1999) NeuroImage , vol.10 , Issue.2 , pp. 91-106
    • Voyvodic, J.T.1
  • 52
    • 0043172450 scopus 로고    scopus 로고
    • Physiological self-regulation of regional brain activity using real-time functional magnetic resonance imaging (fMRI): methodology and exemplary data
    • Weiskopf N., Veit R., Erb M., Mathiak K., Grodd W., Goebel R., Birbaumer N. Physiological self-regulation of regional brain activity using real-time functional magnetic resonance imaging (fMRI): methodology and exemplary data. NeuroImage 2003, 19:577-586.
    • (2003) NeuroImage , vol.19 , pp. 577-586
    • Weiskopf, N.1    Veit, R.2    Erb, M.3    Mathiak, K.4    Grodd, W.5    Goebel, R.6    Birbaumer, N.7
  • 53
    • 28644431673 scopus 로고    scopus 로고
    • Self-regulation of local brain activity using real-time functional magnetic resonance imaging (fMRI)
    • Weiskopf N., Scharnowski F., Veit R., Goebel R., Birbaumer N., Mathiak K. Self-regulation of local brain activity using real-time functional magnetic resonance imaging (fMRI). J. of Physiol., Paris 2004, 98:357-373.
    • (2004) J. of Physiol., Paris , vol.98 , pp. 357-373
    • Weiskopf, N.1    Scharnowski, F.2    Veit, R.3    Goebel, R.4    Birbaumer, N.5    Mathiak, K.6
  • 54
    • 12844268705 scopus 로고    scopus 로고
    • Single-shot compensation of image distortions and BOLD contrast optimization using multi-echo EPI for real-time fMRI
    • Weiskopf N., Klose U., Birbaumer N., Mathiak K. Single-shot compensation of image distortions and BOLD contrast optimization using multi-echo EPI for real-time fMRI. NeuroImage 2005, 24:1068-1079.
    • (2005) NeuroImage , vol.24 , pp. 1068-1079
    • Weiskopf, N.1    Klose, U.2    Birbaumer, N.3    Mathiak, K.4
  • 57
    • 0029096148 scopus 로고
    • Analysis of fMRI time-series revisited-Again
    • Worsley K.J., Friston K.J. Analysis of fMRI time-series revisited-Again. NeuroImage 1995, 2:173-181.
    • (1995) NeuroImage , vol.2 , pp. 173-181
    • Worsley, K.J.1    Friston, K.J.2
  • 58
    • 0031400794 scopus 로고    scopus 로고
    • Inadequacy of motion correction algorithms in functional MRI: role of susceptibility-induced artifacts
    • Wu D.H., Lewin J.S., Duerk J.L. Inadequacy of motion correction algorithms in functional MRI: role of susceptibility-induced artifacts. J. Magn. Reson. Imaging 1997, 7:65-370.
    • (1997) J. Magn. Reson. Imaging , vol.7 , pp. 65-370
    • Wu, D.H.1    Lewin, J.S.2    Duerk, J.L.3
  • 59
    • 46949105134 scopus 로고    scopus 로고
    • Neurofeedback fMRI-mediated learning and consolidation of regional brain activation during motor imagery
    • Yoo S.S., Lee J.H., O'Leary H., Panych L.P., Jolesz F.A. Neurofeedback fMRI-mediated learning and consolidation of regional brain activation during motor imagery. Int. J. Imaging Syst. Technol. 2008, 18:69-78.
    • (2008) Int. J. Imaging Syst. Technol. , vol.18 , pp. 69-78
    • Yoo, S.S.1    Lee, J.H.2    O'Leary, H.3    Panych, L.P.4    Jolesz, F.A.5


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.