메뉴 건너뛰기




Volumn 34, Issue 11, 2015, Pages 2271-2285

Spatiotemporal Clutter Filtering of Ultrafast Ultrasound Data Highly Increases Doppler and fUltrasound Sensitivity

Author keywords

Blood flow; Doppler imaging; singular value decomposition; ultrafast imaging; ultrasound

Indexed keywords

BLOOD; BRAIN MAPPING; CLUTTER (INFORMATION THEORY); DOPPLER EFFECT; HEMODYNAMICS; HIGH PASS FILTERS; INTELLIGENT NETWORKS; MEDICAL IMAGING; NEUROIMAGING; TISSUE; ULTRASONIC APPLICATIONS; ULTRASONIC IMAGING; ULTRASONICS;

EID: 84943636517     PISSN: 02780062     EISSN: 1558254X     Source Type: Journal    
DOI: 10.1109/TMI.2015.2428634     Document Type: Article
Times cited : (724)

References (35)
  • 2
    • 0024380426 scopus 로고
    • Bias and variance in the estimate of the Doppler frequency induced by a wall motion filter
    • Jul.
    • J. C. Willemetz, A. Nowicki, J. J. Meister, F. De Palma, and G. Pante, "Bias and variance in the estimate of the Doppler frequency induced by a wall motion filter," Ultrason. Imag., vol. 11, no. 3, pp. 215-225, Jul. 1989.
    • (1989) Ultrason. Imag. , vol.11 , Issue.3 , pp. 215-225
    • Willemetz, J.C.1    Nowicki, A.2    Meister, J.J.3    De Palma, F.4    Pante, G.5
  • 3
    • 0029020492 scopus 로고
    • Bias in mean frequency estimation of Doppler signals due to wall clutter filters
    • C. Tysoe and D. H. Evans, "Bias in mean frequency estimation of Doppler signals due to wall clutter filters," Ultrasound Med. Biol., vol. 21, no. 5, pp. 671-677, 1995.
    • (1995) Ultrasound Med. Biol. , vol.21 , Issue.5 , pp. 671-677
    • Tysoe, C.1    Evans, D.H.2
  • 4
    • 0141527406 scopus 로고    scopus 로고
    • Adaptive clutter filtering for ultrasound color flow imaging
    • Sep.
    • Y. M. Yoo, R. Managuli, and Y. Kim, "Adaptive clutter filtering for ultrasound color flow imaging," Ultrasound Med. Biol., vol. 29, no. 9, pp. 1311-1320, Sep. 2003.
    • (2003) Ultrasound Med. Biol. , vol.29 , Issue.9 , pp. 1311-1320
    • Yoo, Y.M.1    Managuli, R.2    Kim, Y.3
  • 5
    • 0029378406 scopus 로고
    • On the performance of regression and step-initialized IIR clutter filters for color Doppler systems in diagnostic medical ultrasound
    • Sep.
    • A. P. Kadi and T. Loupas, "On the performance of regression and step-initialized IIR clutter filters for color Doppler systems in diagnostic medical ultrasound," IEEE Trans. Ultrason. Ferroelectr. Freq. Control, vol. 42, no. 5, pp. 927-937, Sep. 1995.
    • (1995) IEEE Trans. Ultrason. Ferroelectr. Freq. Control , vol.42 , Issue.5 , pp. 927-937
    • Kadi, A.P.1    Loupas, T.2
  • 6
    • 0025736942 scopus 로고
    • An efficient algorithm to remove low frequency Doppler signals in digital Doppler systems
    • Apr.
    • A. P. G. Hoeks, J. J. W. van de Vorst, A. Dabekaussen, P. J. Brands, and R. S. Reneman, "An efficient algorithm to remove low frequency Doppler signals in digital Doppler systems," Ultrason. Imag., vol. 13, no. 2, pp. 135-144, Apr. 1991.
    • (1991) Ultrason. Imag. , vol.13 , Issue.2 , pp. 135-144
    • Hoeks, A.P.G.1    Van De Vorst, J.J.W.2    Dabekaussen, A.3    Brands, P.J.4    Reneman, R.S.5
  • 7
    • 0028751396 scopus 로고
    • An improved wall filter for flow imaging of low velocity flow
    • L. Thomas and A. Hall, "An improved wall filter for flow imaging of low velocity flow," in Proc. IEEE Ultrason. Symp., 1994, vol. 3, pp. 1701-1704.
    • (1994) Proc. IEEE Ultrason. Symp. , vol.3 , pp. 1701-1704
    • Thomas, L.1    Hall, A.2
  • 8
    • 0036593782 scopus 로고    scopus 로고
    • Clutter filters adapted to tissue motion in ultrasound color flow imaging
    • Jun.
    • S. Bjaerum, H. Torp, and K. Kristoffersen, "Clutter filters adapted to tissue motion in ultrasound color flow imaging," IEEE Trans. Ultrason. Ferroelectr. Freq. Control, vol. 49, no. 6, pp. 693-704, Jun. 2002.
    • (2002) IEEE Trans. Ultrason. Ferroelectr. Freq. Control , vol.49 , Issue.6 , pp. 693-704
    • Bjaerum, S.1    Torp, H.2    Kristoffersen, K.3
  • 9
    • 0030848446 scopus 로고    scopus 로고
    • Reduction of the clutter component in Doppler ultrasound signals based on singular value decomposition: A simulation study
    • Jan.
    • L. A. F. Ledoux, P. J. Brands, and A. P. G. Hoeks, "Reduction of the clutter component in Doppler ultrasound signals based on singular value decomposition: A simulation study," Ultrason. Imag., vol. 19, no. 1, pp. 1-18, Jan. 1997.
    • (1997) Ultrason. Imag. , vol.19 , Issue.1 , pp. 1-18
    • Ledoux, L.A.F.1    Brands, P.J.2    Hoeks, A.P.G.3
  • 10
    • 77951918977 scopus 로고    scopus 로고
    • Eigen-based clutter filter design for ultrasound color flow imaging: A review
    • May
    • A. C. H. Yu and L. Lovstakken, "Eigen-based clutter filter design for ultrasound color flow imaging: A review," IEEE Trans. Ultrason. Ferroelectr. Freq. Control, vol. 57, no. 5, pp. 1096-1111, May 2010.
    • (2010) IEEE Trans. Ultrason. Ferroelectr. Freq. Control , vol.57 , Issue.5 , pp. 1096-1111
    • Yu, A.C.H.1    Lovstakken, L.2
  • 12
    • 0036771561 scopus 로고    scopus 로고
    • A new high resolution color flow system using an eigendecomposition-based adaptive filter for clutter rejection
    • Oct.
    • D. E. Kruse and K. W. Ferrara, "A new high resolution color flow system using an eigendecomposition-based adaptive filter for clutter rejection," IEEE Trans. Ultrason. Ferroelectr. Freq. Control, vol. 49, no. 10, pp. 1384-1399, Oct. 2002.
    • (2002) IEEE Trans. Ultrason. Ferroelectr. Freq. Control , vol.49 , Issue.10 , pp. 1384-1399
    • Kruse, D.E.1    Ferrara, K.W.2
  • 14
    • 2442466831 scopus 로고    scopus 로고
    • Supersonic shear imaging: A new technique for soft tissue elasticity mapping
    • Apr.
    • J. Bercoff, M. Tanter, and M. Fink, "Supersonic shear imaging: A new technique for soft tissue elasticity mapping," IEEE Trans. Ultrason. Ferroelectr. Freq. Control, vol. 51, no. 4, pp. 396-409, Apr. 2004.
    • (2004) IEEE Trans. Ultrason. Ferroelectr. Freq. Control , vol.51 , Issue.4 , pp. 396-409
    • Bercoff, J.1    Tanter, M.2    Fink, M.3
  • 15
    • 0036771559 scopus 로고    scopus 로고
    • Ultrafast compound imaging for 2-D motion vector estimation: Application to transient elastography
    • Oct.
    • M. Tanter, J. Bercoff, L. Sandrin, and M. Fink, "Ultrafast compound imaging for 2-D motion vector estimation: Application to transient elastography," IEEE Trans. Ultrason. Ferroelectr. Freq. Control, vol. 49, no. 10, pp. 1363-1374, Oct. 2002.
    • (2002) IEEE Trans. Ultrason. Ferroelectr. Freq. Control , vol.49 , Issue.10 , pp. 1363-1374
    • Tanter, M.1    Bercoff, J.2    Sandrin, L.3    Fink, M.4
  • 16
    • 65349145884 scopus 로고    scopus 로고
    • Coherent plane-wave compounding for very high frame rate ultrasonography and transient elastography
    • Mar.
    • G. Montaldo, M. Tanter, J. Bercoff, N. Benech, and M. Fink, "Coherent plane-wave compounding for very high frame rate ultrasonography and transient elastography," IEEE Trans. Ultrason. Ferroelectr. Freq. Control, vol. 56, no. 3, pp. 489-506, Mar. 2009.
    • (2009) IEEE Trans. Ultrason. Ferroelectr. Freq. Control , vol.56 , Issue.3 , pp. 489-506
    • Montaldo, G.1    Tanter, M.2    Bercoff, J.3    Benech, N.4    Fink, M.5
  • 17
    • 78751662185 scopus 로고    scopus 로고
    • Ultrafast compound Doppler imaging: Providing full blood flow characterization
    • Jan.
    • J. Bercoff et al., "Ultrafast compound Doppler imaging: Providing full blood flow characterization," IEEE Trans. Ultrason. Ferroelectr. Freq. Control, vol. 58, no. 1, pp. 134-147, Jan. 2011.
    • (2011) IEEE Trans. Ultrason. Ferroelectr. Freq. Control , vol.58 , Issue.1 , pp. 134-147
    • Bercoff, J.1
  • 18
    • 84874828441 scopus 로고    scopus 로고
    • Functional ultrasound imaging of the brain: Theory and basic principles
    • Mar.
    • E. Mace et al., "Functional ultrasound imaging of the brain: Theory and basic principles," IEEE Trans. Ultrason. Ferroelectr. Freq. Control, vol. 60, no. 3, pp. 492-506, Mar. 2013.
    • (2013) IEEE Trans. Ultrason. Ferroelectr. Freq. Control , vol.60 , Issue.3 , pp. 492-506
    • Mace, E.1
  • 19
    • 0028729159 scopus 로고
    • Synthetic focus imaging using partial datasets
    • C. R. Cooley and B. S. Robinson, "Synthetic focus imaging using partial datasets," in Proc. IEEE Ultrasonics Symp., 1994, vol. 3, pp. 1539-1542.
    • (1994) Proc. IEEE Ultrasonics Symp. , vol.3 , pp. 1539-1542
    • Cooley, C.R.1    Robinson, B.S.2
  • 20
    • 79961008625 scopus 로고    scopus 로고
    • Functional ultrasound imaging of the brain
    • Jul.
    • E. Macé et al., "Functional ultrasound imaging of the brain," Nat. Methods, vol. 8, no. 8, pp. 662-664, Jul. 2011.
    • (2011) Nat. Methods , vol.8 , Issue.8 , pp. 662-664
    • Macé, E.1
  • 21
    • 84883334291 scopus 로고    scopus 로고
    • Unbiased risk estimates for singular value thresholding and spectral estimators
    • Oct.
    • E. J. Candes, C. A. Sing-Long, and J. D. Trzasko, "Unbiased risk estimates for singular value thresholding and spectral estimators," IEEE Trans. Signal Process., vol. 61, no. 19, pp. 4643-4657, Oct. 2013.
    • (2013) IEEE Trans. Signal Process. , vol.61 , Issue.19 , pp. 4643-4657
    • Candes, E.J.1    Sing-Long, C.A.2    Trzasko, J.D.3
  • 22
    • 79960675858 scopus 로고    scopus 로고
    • Robust principal component analysis?
    • E. J. Candès, X. Li, Y. Ma, and J. Wright, "Robust principal component analysis?," J. ACM JACM, vol. 58, no. 3, p. 11, 2005.
    • (2005) J. ACM JACM , vol.58 , Issue.3 , pp. 11
    • Candès, E.J.1    Li, X.2    Ma, Y.3    Wright, J.4
  • 23
    • 84923186673 scopus 로고    scopus 로고
    • Low-rank plus sparse matrix decomposition for accelerated dynamic MRI with separation of background and dynamic components
    • Mar.
    • R. Otazo, E. Candès, and D. K. Sodickson, "Low-rank plus sparse matrix decomposition for accelerated dynamic MRI with separation of background and dynamic components," Magn. Reson. Med., vol. 73, no. 3, pp. 1125-1136, Mar. 2015.
    • (2015) Magn. Reson. Med. , vol.73 , Issue.3 , pp. 1125-1136
    • Otazo, R.1    Candès, E.2    Sodickson, D.K.3
  • 24
    • 80155132554 scopus 로고    scopus 로고
    • Multi-energy CT based on a prior rank, intensity and sparsity model (PRISM)
    • Nov.
    • H. Gao, H. Yu, S. Osher, and G. Wang, "Multi-energy CT based on a prior rank, intensity and sparsity model (PRISM)," Inverse Probl., vol. 27, no. 11, p. 115012, Nov. 2011.
    • (2011) Inverse Probl. , vol.27 , Issue.11 , pp. 115012
    • Gao, H.1    Yu, H.2    Osher, S.3    Wang, G.4
  • 25
    • 79955624809 scopus 로고    scopus 로고
    • Accelerated dynamic MRI exploiting sparsity and low-rank structure: K-t SLR
    • Y. H. Sajan Goud Lingala, "Accelerated dynamic MRI exploiting sparsity and low-rank structure: k-t SLR," IEEE Trans. Med. Imag., vol. 30, no. 5, pp. 1042-54, 2011.
    • (2011) IEEE Trans. Med. Imag. , vol.30 , Issue.5 , pp. 1042-1054
    • Sajan Goud Lingala, Y.H.1
  • 26
    • 48049112431 scopus 로고    scopus 로고
    • Spatiotemporal imaging with partially separable functions
    • Z.-P. Liang, "Spatiotemporal imaging with partially separable functions," in Proc. NFSI-ICFBI, 2007, pp. 181-182.
    • (2007) Proc. NFSI-ICFBI , pp. 181-182
    • Liang, Z.-P.1
  • 27
    • 0000802374 scopus 로고
    • The approximation of one matrix by another of lower rank
    • Sep.
    • C. Eckart and G. Young, "The approximation of one matrix by another of lower rank," Psychometrika, vol. 1, no. 3, pp. 211-218, Sep. 1936.
    • (1936) Psychometrika , vol.1 , Issue.3 , pp. 211-218
    • Eckart, C.1    Young, G.2
  • 28
    • 84899703133 scopus 로고    scopus 로고
    • Functional ultrasound imaging reveals different odor-evoked patterns of vascular activity in the main olfactory bulb and the anterior piriform cortex
    • Jul.
    • B. F. Osmanski et al., "Functional ultrasound imaging reveals different odor-evoked patterns of vascular activity in the main olfactory bulb and the anterior piriform cortex," NeuroImage, vol. 95, pp. 176-184, Jul. 2014.
    • (2014) NeuroImage , vol.95 , pp. 176-184
    • Osmanski, B.F.1
  • 29
    • 84960109712 scopus 로고    scopus 로고
    • Functional ultrasound imaging of intrinsic connectivity in the living rat brain
    • Oct.
    • B. F. Osmanski, S. Pezet, A. Ricobaraza, Z. Lenkei, and M. Tanter, "Functional ultrasound imaging of intrinsic connectivity in the living rat brain," Nature Commun., Oct. 2014.
    • (2014) Nature Commun.
    • Osmanski, B.F.1    Pezet, S.2    Ricobaraza, A.3    Lenkei, Z.4    Tanter, M.5
  • 30
    • 84901857953 scopus 로고    scopus 로고
    • Ultrafast Doppler reveals the mapping of cerebral vascular resistivity in neonates
    • Mar.
    • C. Demené et al., "Ultrafast Doppler reveals the mapping of cerebral vascular resistivity in neonates," J. Cereb. Blood Flow Metab., Mar. 2014.
    • (2014) J. Cereb. Blood Flow Metab.
    • Demené, C.1
  • 31
    • 0019446838 scopus 로고
    • Blood flow velocity in capillaries of brain and muscles and its physiological significance
    • Sep.
    • K. P. Ivanov, M. K. Kalinina, and Y. I. Levkovich, "Blood flow velocity in capillaries of brain and muscles and its physiological significance," Microvasc. Res., vol. 22, no. 2, pp. 143-155, Sep. 1981.
    • (1981) Microvasc. Res. , vol.22 , Issue.2 , pp. 143-155
    • Ivanov, K.P.1    Kalinina, M.K.2    Levkovich, Y.I.3
  • 32
    • 84908192014 scopus 로고    scopus 로고
    • Minimax risk of matrix denoising by singular value thresholding
    • Dec.
    • D. Donoho and M. Gavish, "Minimax risk of matrix denoising by singular value thresholding," Ann. Stat., vol. 42, no. 6, pp. 2413-2440, Dec. 2014.
    • (2014) Ann. Stat. , vol.42 , Issue.6 , pp. 2413-2440
    • Donoho, D.1    Gavish, M.2
  • 34
    • 84864581795 scopus 로고    scopus 로고
    • Ultrafast Doppler imaging of blood flow dynamics in the myocardium
    • Aug.
    • B.-F. Osmanski et al., "Ultrafast Doppler imaging of blood flow dynamics in the myocardium," IEEE Trans. Med. Imag., vol. 31, no. 8, pp. 1661-1668, Aug. 2012.
    • (2012) IEEE Trans. Med. Imag. , vol.31 , Issue.8 , pp. 1661-1668
    • Osmanski, B.-F.1
  • 35
    • 84907218602 scopus 로고    scopus 로고
    • 3D ultrafast ultrasound imaging in vivo
    • Oct.
    • J. Provost et al., "3D ultrafast ultrasound imaging in vivo," Phys. Med. Biol., vol. 59, no. 19, p. L1, Oct. 2014.
    • (2014) Phys. Med. Biol. , vol.59 , Issue.19 , pp. L1
    • Provost, J.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.