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Volumn 17, Issue 2, 1998, Pages 142-154

Statistical analysis of functional MRI data in the wavelet domain

Author keywords

Functional magnetic resonance imaging; Multiresolution analysis; Statistical models; Wavelet transform

Indexed keywords

BANDWIDTH; MAGNETIC RESONANCE IMAGING; SIGNAL DETECTION; SIGNAL TO NOISE RATIO; STATISTICAL TESTS; WAVELET TRANSFORMS;

EID: 0032034220     PISSN: 02780062     EISSN: None     Source Type: Journal    
DOI: 10.1109/42.700727     Document Type: Article
Times cited : (123)

References (56)
  • 1
    • 0030127507 scopus 로고    scopus 로고
    • A review of wavelets in biomédical applications
    • vol. 84, pp. 626-638, Apr. 1996.
    • M. Unser and A. Aldroubi, "A review of wavelets in biomédical applications," Proc. IEEE, vol. 84, pp. 626-638, Apr. 1996.
    • Proc. IEEE
    • Unser, M.1    Aldroubi, A.2
  • 5
    • 0030212395 scopus 로고    scopus 로고
    • Medical image compression by using threedimensional wavelet transformation
    • vol. 15, pp. 547-554, Aug. 1996.
    • J. Wang and H. K. Huang, "Medical image compression by using threedimensional wavelet transformation," IEEE Trans. Med. Imag., vol. 15, pp. 547-554, Aug. 1996.
    • IEEE Trans. Med. Imag.
    • Wang, J.1    Huang, H.K.2
  • 6
    • 0028485910 scopus 로고    scopus 로고
    • Wavelet localization of the Radon transform
    • vol. 42, pp. 2055-2067, Aug. 1994.
    • T. Oison and J. DeStefano, "Wavelet localization of the Radon transform," IEEE Trans. Signal Processing, vol. 42, pp. 2055-2067, Aug. 1994.
    • IEEE Trans. Signal Processing
    • Oison, T.1    Destefano, J.2
  • 7
    • 0001774918 scopus 로고    scopus 로고
    • Construction of wavelet decompositions for tomographic images
    • vol. 3, no. 1, pp. 105-121, 1993.
    • F. Peyrin, M. Zaim, and R. Goutte, "Construction of wavelet decompositions for tomographic images," J. Math. Imag., Vision, vol. 3, no. 1, pp. 105-121, 1993.
    • J. Math. Imag., Vision
    • Peyrin, F.1    Zaim, M.2    Goutte, R.3
  • 9
    • 0026759942 scopus 로고    scopus 로고
    • Two applications of wavelet transforms magnetic resonance
    • vol. 38, pp. 840-860, Mar. 1992.
    • D. M. Healy and J. B. Weaver, "Two applications of wavelet transforms in magnetic resonance," IEEE Trans. Inform. Theory, vol. 38, pp. 840-860, Mar. 1992.
    • IEEE Trans. Inform. Theory
    • Healy, D.M.1    Weaver, J.B.2
  • 10
    • 0030126821 scopus 로고    scopus 로고
    • Theoretical comparison of Fourier and wavelet encoding in magnetic resonance imaging
    • vol. 15, pp. 141-153, Apr. 1996.
    • L. P. Panych, "Theoretical comparison of Fourier and wavelet encoding in magnetic resonance imaging," IEEE Trans. Med. Imag., vol. 15, pp. 141-153, Apr. 1996.
    • IEEE Trans. Med. Imag.
    • Panych, L.P.1
  • 11
    • 0029740256 scopus 로고    scopus 로고
    • Wavelet encoding for 3-D gradient-echo MR-imaging
    • vol. 36, no. 4, pp. 613-619, 1996.
    • N. Gelman and M. L. Wood, "Wavelet encoding for 3-D gradient-echo MR-imaging," Magn. Reson. Med., vol. 36, no. 4, pp. 613-619, 1996.
    • Magn. Reson. Med.
    • Gelman, N.1    Wood, M.L.2
  • 12
    • 0026235175 scopus 로고    scopus 로고
    • Filtering noise from images with wavelet transforms
    • vol. 21, no. 2, pp. 288-295, 1991.
    • J. B. Weaver, X. Yansun, D. M. Healy, and L. D. Cromwell, "Filtering noise from images with wavelet transforms," Magn. Reson. Med., vol. 21, no. 2, pp. 288-295, 1991.
    • Magn. Reson. Med.
    • Weaver, J.B.1    Yansun, X.2    Healy, D.M.3    Cromwell, L.D.4
  • 13
    • 0041958932 scopus 로고    scopus 로고
    • Ideal spatial adaptation by wavelet shrinkage
    • vol. 81, no. 3, pp. 425-455, 1994.
    • D. L. Donoho and I. M. Johnstone, "Ideal spatial adaptation by wavelet shrinkage," Biometrika, vol. 81, no. 3, pp. 425-455, 1994.
    • Biometrika
    • Donoho, D.L.1    Johnstone, I.M.2
  • 14
    • 0028711567 scopus 로고    scopus 로고
    • Mammographie feature enhancement by multiscale analysis
    • vol. 13, pp. 725-740, Aug. 1994.
    • A. F. Laine, S. Schuler, F. Jian, and W. Huda, "Mammographie feature enhancement by multiscale analysis," IEEE Trans. Med. Imag., vol. 13, pp. 725-740, Aug. 1994.
    • IEEE Trans. Med. Imag.
    • Laine, A.F.1    Schuler, S.2    Jian, F.3    Huda, W.4
  • 15
    • 0030129835 scopus 로고    scopus 로고
    • Wavelet transforms for detecting microcalcifications
    • vol. 15, pp. 218-229, Apr. 1996.
    • R. Strickland, "Wavelet transforms for detecting microcalcifications," IEEE Trans. Med. Imag., vol. 15, pp. 218-229, Apr. 1996.
    • IEEE Trans. Med. Imag.
    • Strickland, R.1
  • 16
    • 0030210774 scopus 로고    scopus 로고
    • An improved computer-assisted diagnostic scheme using wavelet transform for detecting clustered microcalssifications in digital mammograms
    • vol. 3, no. 8, pp. 621-627, 1996.
    • H. Yoshida, K. Doi, R. M. Nishikawa, M. L. Giger, and R. A. Schmidt, "An improved computer-assisted diagnostic scheme using wavelet transform for detecting clustered microcalssifications in digital mammograms," Acad. Radial., vol. 3, no. 8, pp. 621-627, 1996.
    • Acad. Radial.
    • Yoshida, H.1    Doi, K.2    Nishikawa, R.M.3    Giger, M.L.4    Schmidt, R.A.5
  • 17
    • 0030270431 scopus 로고    scopus 로고
    • Digital mammography-Mixed feature neural-network with spectral entropy decision for detecting microcalcifications
    • vol. 15, pp. 589-597, Oct. 1996.
    • B. Y. Zheng, W. Qian, and L. P. Clarice, "Digital mammography-Mixed feature neural-network with spectral entropy decision for detecting microcalcifications," IEEE Trans. Med. Imag., vol. 15, pp. 589-597, Oct. 1996.
    • IEEE Trans. Med. Imag.
    • Zheng, B.Y.1    Qian, W.2    Clarice, L.P.3
  • 18
    • 85024148649 scopus 로고    scopus 로고
    • Use of the wavelet transform to investigate differences in brain PET images between patients
    • vol 2035, Mathematical Methods in Medical Imaging II, San Diego, CA, 1993, pp. 192-203.
    • U. E. Ruttimann, M. Unser, D. Rio, and R. R. Rawlings, "Use of the wavelet transform to investigate differences in brain PET images between patients," in Proc. SPIE, vol 2035, Mathematical Methods in Medical Imaging II, San Diego, CA, 1993, pp. 192-203.
    • Proc. SPIE
    • Ruttimann, U.E.1    Unser, M.2    Rio, D.3    Rawlings, R.R.4
  • 19
    • 0025336246 scopus 로고    scopus 로고
    • Oxygenationsensitive contrast in magnetic resonance image of rodent brain at high magnetic fields
    • vol. 14, pp. 68-78, 1990.
    • S. Ogawa, T. M. Lee, A. S. Nayak, and P. Glynn, "Oxygenationsensitive contrast in magnetic resonance image of rodent brain at high magnetic fields," Magn. Reson. Med., vol. 14, pp. 68-78, 1990.
    • Magn. Reson. Med.
    • Ogawa, S.1    Lee, T.M.2    Nayak, A.S.3    Glynn, P.4
  • 20
    • 0029242627 scopus 로고    scopus 로고
    • Imaging of human brain activation with functional MRI
    • vol. 37, pp. 141-143, 1995.
    • C. T. W. Moonen, "Imaging of human brain activation with functional MRI," Biological Psych., vol. 37, pp. 141-143, 1995.
    • Biological Psych.
    • Moonen, C.T.W.1
  • 21
    • 0026754226 scopus 로고    scopus 로고
    • Intrinsic signal changes accompanying sensory stimulation: Functional brain mapping with magnetic resonance imaging
    • 19, vol. 89, pp. 5951-5955.
    • S. Ogawa, G. W. Tank, R. S. Menon, J. Ellermann, S. Kim, H. Merkle, and K. Ugurbil, "Intrinsic signal changes accompanying sensory stimulation: Functional brain mapping with magnetic resonance imaging," in Proc. Nat. Acad. Sci. USA, 19, vol. 89, pp. 5951-5955.
    • Proc. Nat. Acad. Sci. USA
    • Ogawa, S.1    Tank, G.W.2    Menon, R.S.3    Ellermann, J.4    Kim, S.5    Merkle, H.6    Ugurbil, K.7
  • 25
    • 0028398378 scopus 로고    scopus 로고
    • Inflow versus deoxyhemoglobin effects in BOLD functional MRI using gradient echoes at 1.5 T
    • vol. 7, pp. 83-88, 1994.
    • J. H. Duyn, C. T. W. Moonen, R. W. de Boer, G. H. van Yperen, and P. R. Luyton, "Inflow versus deoxyhemoglobin effects in BOLD functional MRI using gradient echoes at 1.5 T," NMR Biomed., vol. 7, pp. 83-88, 1994.
    • NMR Biomed.
    • Duyn, J.H.1    Moonen, C.T.W.2    De Boer, R.W.3    Van Yperen, G.H.4    Luyton, P.R.5
  • 26
    • 0028391256 scopus 로고    scopus 로고
    • Potential pitfalls of functional MRI using conventional gradient-recalled echo techniques
    • vol. 7, pp. 69-74, 1994.
    • S. Kirn, K. Hendrich, X. Hu, H. Merkle, and K. Ugurbil, "Potential pitfalls of functional MRI using conventional gradient-recalled echo techniques," NMR Biomed., vol. 7, pp. 69-74, 1994.
    • NMR Biomed.
    • Kirn, S.1    Hendrich, K.2    Hu, X.3    Merkle, H.4    Ugurbil, K.5
  • 27
    • 0027265576 scopus 로고    scopus 로고
    • Identification of vascular structures as a major source of signal contrast in high resolution 2-D and 3-D functional activation imaging of the motor cortex at 1.5 T: Preliminary results
    • vol. 30, pp. 387-392, 1993.
    • S. Lai, A. L. Hopkins, E. M. Haacke, D. A. Wasserman, P. Buckley, L. Friedman, H. Meltzer, P. Hedera, and R. Friedland, "Identification of vascular structures as a major source of signal contrast in high resolution 2-D and 3-D functional activation imaging of the motor cortex at 1.5 T: Preliminary results," Magn. Reson. Imag., vol. 30, pp. 387-392, 1993.
    • Magn. Reson. Imag.
    • Lai, S.1    Hopkins, A.L.2    Haacke, E.M.3    Wasserman, D.A.4    Buckley, P.5    Friedman, L.6    Meltzer, H.7    Hedera, P.8    Friedland, R.9
  • 29
    • 85130218885 scopus 로고    scopus 로고
    • Statistical analysis of image differences by wavelet decomposition
    • A. Aldroubi and M. Unser, Eds. Boca Raton, FL: CRC, 1996, pp. 115-144.
    • U. E. Ruttimann, M. Unser, P. Thévenaz, C. Lee, D. Rio, and D. W. Hommer, "Statistical analysis of image differences by wavelet decomposition," in Wavelets in Medicine and Biology, A. Aldroubi and M. Unser, Eds. Boca Raton, FL: CRC, 1996, pp. 115-144.
    • Wavelets in Medicine and Biology
    • Ruttimann, U.E.1    Unser, M.2    Thévenaz, P.3    Lee, C.4    Rio, D.5    Hommer, D.W.6
  • 32
    • 0024700097 scopus 로고    scopus 로고
    • A theory of multiresolution signal decomposition: The wavelet representation
    • vol. 11, pp. 674-693, July. 1989.
    • S. G. Mallat, "A theory of multiresolution signal decomposition: The wavelet representation," IEEE Trans. Pattern Anal. Machine Intell, vol. 11, pp. 674-693, July. 1989.
    • IEEE Trans. Pattern Anal. Machine Intell
    • Mallat, S.G.1
  • 33
    • 33747187581 scopus 로고    scopus 로고
    • Philadelphia, PA: Society for Industrial and Applied Mathematics, 1992.
    • I. Daubechies, Ten Lectures on Wavelets. Philadelphia, PA: Society for Industrial and Applied Mathematics, 1992.
    • Ten Lectures on Wavelets.
    • Daubechies, I.1
  • 34
    • 0027644102 scopus 로고    scopus 로고
    • A discrete-time multiresolution theory
    • vol. 41, pp. 2591-2606, Aug. 1993.
    • O. Rioul, "A discrete-time multiresolution theory," IEEE Trans. Signal Processing, vol. 41, pp. 2591-2606, Aug. 1993.
    • IEEE Trans. Signal Processing
    • Rioul, O.1
  • 36
    • 34250104306 scopus 로고    scopus 로고
    • A block spin construction of ondelettes. Part I: Lemarié functions
    • vol. 110, pp. 601-615, 1987.
    • G. Battle, "A block spin construction of ondelettes. Part I: Lemarié functions," Commun. Math. Phys., vol. 110, pp. 601-615, 1987.
    • Commun. Math. Phys.
    • Battle, G.1
  • 37
    • 0001636694 scopus 로고    scopus 로고
    • Ondelettes a localisation exponentielles
    • vol. 67, no. 3, pp. 227-236, 1988.
    • P.-G. Lemarié, "Ondelettes a" localisation exponentielles," J. Math. Pures etAppl.. vol. 67, no. 3, pp. 227-236, 1988.
    • J. Math. Pures EtAppl..
    • Lemarié, P.-G.1
  • 38
    • 84963429212 scopus 로고    scopus 로고
    • Families of multiresolution and wavelet spaces with optimal properties
    • vol. 14, nos. 5-6, pp. 417-4446, 1993.
    • A. Aldroubi and M. Unser, "Families of multiresolution and wavelet spaces with optimal properties," Numer. Functional Anal., Optimizat., vol. 14, nos. 5-6, pp. 417-4446, 1993.
    • Numer. Functional Anal., Optimizat.
    • Aldroubi, A.1    Unser, M.2
  • 39
  • 40
    • 0027873602 scopus 로고    scopus 로고
    • Unconditional bases are optimal bases for data compression and for statistical estimation
    • vol. 1, pp. 100-115, 1993.
    • D. L. Donoho, "Unconditional bases are optimal bases for data compression and for statistical estimation," Appl. Comput. Harmonic Anal., vol. 1, pp. 100-115, 1993.
    • Appl. Comput. Harmonic Anal.
    • Donoho, D.L.1
  • 41
    • 0029307534 scopus 로고    scopus 로고
    • De-noising by soft-thresholding
    • vol. 41, pp. 613-627, 1995.
    • _, "De-noising by soft-thresholding," IEEE Trans. Inform. Theory, vol. 41, pp. 613-627, 1995.
    • IEEE Trans. Inform. Theory
  • 42
    • 0027233307 scopus 로고    scopus 로고
    • A family of polynomial spline wavelet transforms
    • vol. 30, no. 2, pp. 141-162, 1993.
    • M. Unser, A. Aldroubi, and M. Eden, "A family of polynomial spline wavelet transforms," Signal Processing, vol. 30, no. 2, pp. 141-162, 1993.
    • Signal Processing
    • Unser, M.1    Aldroubi, A.2    Eden, M.3
  • 43
    • 0027541354 scopus 로고    scopus 로고
    • B-spline signal processing. Part I: Theory
    • vol. 41, pp. 821-833, Feb. 1993.
    • _, "B-spline signal processing. Part I: Theory," IEEE Trans. Signal Processing, vol. 41, pp. 821-833, Feb. 1993.
    • IEEE Trans. Signal Processing
  • 45
    • 0029096148 scopus 로고    scopus 로고
    • Analysis of fMRI time-series revisited-Again
    • vol. 2, pp. 173-181, 1995.
    • K. J. Worsley and K. J. Friston, "Analysis of fMRI time-series revisited-Again," Neuroimage, vol. 2, pp. 173-181, 1995.
    • Neuroimage
    • Worsley, K.J.1    Friston, K.J.2
  • 46
    • 0029931242 scopus 로고    scopus 로고
    • A unified statistical approach for determining significant signals in images of cerebral activation
    • vol. 4, no. 1, pp. 58-73, 1996.
    • K. J. Worsley, S. Marrett, P. Neelin, A. C. Vandal, K. J. Friston, and A. C. Evans, "A unified statistical approach for determining significant signals in images of cerebral activation," Human Brain Mapping, vol. 4, no. 1, pp. 58-73, 1996.
    • Human Brain Mapping
    • Worsley, K.J.1    Marrett, S.2    Neelin, P.3    Vandal, A.C.4    Friston, K.J.5    Evans, A.C.6
  • 47
    • 0028712716 scopus 로고    scopus 로고
    • Analysis of individual brain activation maps using hierarchical description and multiscale detection
    • vol. 13, pp. 702-710, Aug. 1994.
    • J. B. Poline and B. M. Mazoyer, "Analysis of individual brain activation maps using hierarchical description and multiscale detection," IEEE Trans. Med. Imag., vol. 13, pp. 702-710, Aug. 1994.
    • IEEE Trans. Med. Imag.
    • Poline, J.B.1    Mazoyer, B.M.2
  • 48
    • 0029934457 scopus 로고    scopus 로고
    • Searching scale space for activation in PET images
    • vol. 4, no. 1, pp. 74-90, 1996.
    • K. J. Worsley, S. Marrett, P. Neelin, and A. C. Evans, "Searching scale space for activation in PET images," Human Brain Mapping, vol. 4, no. 1, pp. 74-90, 1996.
    • Human Brain Mapping
    • Worsley, K.J.1    Marrett, S.2    Neelin, P.3    Evans, A.C.4
  • 50
    • 0030032744 scopus 로고    scopus 로고
    • Non-parametric analysis of statistic images from functional mapping experiments
    • vol. 16, pp. 7-22, 1996.
    • A. P. Holmes, R. C. Blair, J. D. G. Watson, and I. Ford, "Non-parametric analysis of statistic images from functional mapping experiments," J. Cereb. Blood Flow Metab., vol. 16, pp. 7-22, 1996.
    • J. Cereb. Blood Flow Metab.
    • Holmes, A.P.1    Blair, R.C.2    Watson, J.D.G.3    Ford, I.4
  • 51
    • 0031647592 scopus 로고    scopus 로고
    • A pyramid approach to sub-pixel registration based on intensity
    • vol. 7, pp. 21-41, Jan. 1998.
    • P. Thévenaz, U. E. Ruttimann, and M. Unser, "A pyramid approach to sub-pixel registration based on intensity," IEEE Trans. Image Processing, vol. 7, pp. 21-41, Jan. 1998.
    • IEEE Trans. Image Processing
    • Thévenaz, P.1    Ruttimann, U.E.2    Unser, M.3
  • 54
    • 0026653302 scopus 로고    scopus 로고
    • A fast gradient-recalled MRI technique with increased sensitivity to dynamic susceptibility effects
    • vol. 26, pp. 184-189, 1992.
    • C. T. W. Moonen, G. Liu, P. van Gelderen, and G. S. Sobering, "A fast gradient-recalled MRI technique with increased sensitivity to dynamic susceptibility effects," Magn. Reson. Med., vol. 26, pp. 184-189, 1992.
    • Magn. Reson. Med.
    • Moonen, C.T.W.1    Liu, G.2    Van Gelderen, P.3    Sobering, G.S.4
  • 55
    • 0027494434 scopus 로고    scopus 로고
    • A functional MRI technique combining principles of echo-shifting with a train of observations (PRESTO)
    • vol. 30, pp. 764-768, 1993.
    • G. Liu, G. S. Sobering, J. H. Duyn, and C. T. W. Moonen, "A functional MRI technique combining principles of echo-shifting with a train of observations (PRESTO)," Magn. Reson. Med., vol. 30, pp. 764-768, 1993.
    • Magn. Reson. Med.
    • Liu, G.1    Sobering, G.S.2    Duyn, J.H.3    Moonen, C.T.W.4


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.