메뉴 건너뛰기




Volumn 32, Issue 4, 2013, Pages 699-710

Calculation of intravascular signal in dynamic contrast enhanced-MRI using adaptive complex independent component analysis

Author keywords

Adaptive complex independent component analysis (AC ICA); arterial input function (AIF); intravascular signal intensity; pharmacokinetic modeling

Indexed keywords

ADAPTIVE COMPLEX INDEPENDENT COMPONENT ANALYSIS (AC-ICA); ARTERIAL INPUT FUNCTION; DYNAMIC CONTRAST ENHANCED; INDEPENDENT COMPONENT ANALYSIS(ICA); PHARMACOKINETIC MODELING; QUANTITATIVE INFORMATION; SIGNAL INTENSITIES; TIME-INTENSITY CURVES;

EID: 84875983151     PISSN: 02780062     EISSN: None     Source Type: Journal    
DOI: 10.1109/TMI.2012.2233747     Document Type: Article
Times cited : (27)

References (33)
  • 1
    • 79960763903 scopus 로고    scopus 로고
    • Hepatic tumor response evaluation by MRI
    • C. H. Lee, L. Braga, R. O. de Campos, and R. C. Semelka, "Hepatic tumor response evaluation by MRI," NMR Biomed., vol. 24, no. 6, pp. 721-733, 2011.
    • (2011) NMR Biomed , vol.24 , Issue.6 , pp. 721-733
    • Lee, C.H.1    Braga, L.2    De Campos, R.O.3    Semelka, R.C.4
  • 2
    • 66149156964 scopus 로고    scopus 로고
    • Assessing tumor response to therapy
    • W. A. Weber, "Assessing tumor response to therapy," J. Nucl. Med., vol. 50, pp. 1S-10S, 2009, Suppl. 1.
    • (2009) J. Nucl. Med , vol.50 , Issue.SUPPL. 1
    • Weber, W.A.1
  • 3
    • 0037612510 scopus 로고    scopus 로고
    • Biomarkers in imaging: Realizing radiology's future
    • DOI 10.1148/radiol.2273020518
    • J. J. Smith, A. G. Sorensen, and J. H. Thrall, "Biomarkers in imaging: Realizing radiology's future," Radiology, vol. 227, no. 3, pp. 633-638, 2003. (Pubitemid 36583016)
    • (2003) Radiology , vol.227 , Issue.3 , pp. 633-638
    • Smith, J.J.1    Sorensen, A.G.2    Thrall, J.H.3
  • 6
    • 67049137580 scopus 로고    scopus 로고
    • Modeling of contrast agent kinetics in the lung using T(1)-weighted dynamic contrast-enhanced MRI
    • Jun
    • J. H. Naish, L. E. Kershaw, D. L. Buckley, A. Jackson, J. C.Waterton, and G. J. M. Parker, "Modeling of contrast agent kinetics in the lung using T(1)-weighted dynamic contrast-enhanced MRI," Magn. Reson. Med., vol. 61, no. 6, pp. 1507-1514, Jun. 2009.
    • (2009) Magn. Reson. Med , vol.61 , Issue.6 , pp. 1507-1514
    • Naish, J.H.1    Kershaw, L.E.2    Buckley, D.L.3    Jackson, A.4    Waterton, J.C.5    Parker, G.J.M.6
  • 7
    • 0026011540 scopus 로고
    • Measurement of the blood-brain-barrier permeability and leakage space using dynamic MR imaging. 1. Fundamental-concepts
    • P. S. Tofts and A. G. Kermode, "Measurement of the blood-brain-barrier permeability and leakage space using dynamic MR imaging. 1. Fundamental-concepts," Magn. Reson. Med., vol. 17, no. 2, pp. 357-367, 1991.
    • (1991) Magn. Reson. Med , vol.17 , Issue.2 , pp. 357-367
    • Tofts, P.S.1    Kermode, A.G.2
  • 8
    • 51449099619 scopus 로고    scopus 로고
    • Investigation and optimization of parameter accuracy in dynamic contrast-enhanced MRI
    • H. L.M. Cheng, "Investigation and optimization of parameter accuracy in dynamic contrast-enhanced MRI," J. Magn. Reson. Imag., vol. 28, no. 3, pp. 736-743, 2008.
    • (2008) J. Magn. Reson. Imag , vol.28 , Issue.3 , pp. 736-743
    • Cheng, H.L.M.1
  • 9
    • 70349620611 scopus 로고    scopus 로고
    • Partial Volume Effect (PVE) on the Arterial Input Function (AIF) in T-1-weighted perfusion imaging and limitations of the multiplicative rescaling approach
    • A. E. Hansen, H. Pedersen, E. Rostrup, and H. B. W. Larsson, "Partial Volume Effect (PVE) on the Arterial Input Function (AIF) in T-1-weighted perfusion imaging and limitations of the multiplicative rescaling approach," Magn. Reson. Med., vol. 62, no. 4, pp. 1055-1059, 2009.
    • (2009) Magn. Reson. Med , vol.62 , Issue.4 , pp. 1055-1059
    • Hansen, A.E.1    Pedersen, H.2    Rostrup, E.3    Larsson, H.B.W.4
  • 10
    • 66149093117 scopus 로고    scopus 로고
    • Comparison of model-based arterial input functions for dynamic contrast-enhanced MRI in tumor bearing rats
    • D.M.McGrath, D. P. Bradley, J. L. Tessier, T. Lacey, C. J. Taylor, and G. J. M. Parker, "Comparison of model-based arterial input functions for dynamic contrast-enhanced MRI in tumor bearing rats," Magn. Reson. Med., vol. 61, no. 5, pp. 1173-1184, 2009.
    • (2009) Magn. Reson. Med , vol.61 , Issue.5 , pp. 1173-1184
    • McGrath, D.M.1    Bradley, D.P.2    Tessier, J.L.3    Lacey, T.4    Taylor, C.J.5    Parker, G.J.M.6
  • 11
    • 80051784239 scopus 로고    scopus 로고
    • Pharmacokinetics of contrast media in humans model with circulation, distribution, and renal excretion
    • Sep.
    • R. Lawaczeck, G. Jost, and H. Pietsch, "Pharmacokinetics of contrast media in humans model with circulation, distribution, and renal excretion," Invest. Radiol., vol. 46, no. 9, pp. 576-585, Sep. 2011.
    • (2011) Invest. Radiol , vol.46 , Issue.9 , pp. 576-585
    • Lawaczeck, R.1    Jost, G.2    Pietsch, H.3
  • 12
    • 0031758817 scopus 로고    scopus 로고
    • A new method for imaging perfusion and contrast extraction fraction: Input functions derived from reference tissues
    • DOI 10.1002/jmri.1880080519
    • D. A. Kovar, M. Lewis, and G. S. Karczmar, "A new method for imaging perfusion and contrast extraction fraction: Input functions derived from reference tissues," J. Magn. Reson. Imag., vol. 8, no. 5, pp. 1126-1134, 1998. (Pubitemid 28481800)
    • (1998) Journal of Magnetic Resonance Imaging , vol.8 , Issue.5 , pp. 1126-1134
    • Kovar, D.A.1    Lewis, M.2    Karczmar, G.S.3
  • 13
    • 65949095212 scopus 로고    scopus 로고
    • Average arterial input function for quantitative dynamic contrast enhanced magnetic resonance imaging of neck nodal metastases
    • A. Shukla-Dave, N. Lee, H. Stambuk, Y. Wang, W. Huang, H. T. Thaler, S. G. Patel, J. P. Shah, and J. A. Koutcher, "Average arterial input function for quantitative dynamic contrast enhanced magnetic resonance imaging of neck nodal metastases," BMC Med. Phys., vol. 9, p. 4, 2009.
    • (2009) BMC Med. Phys , vol.9 , pp. 4
    • Shukla-Dave, A.1    Lee, N.2    Stambuk, H.3    Wang, Y.4    Huang, W.5    Thaler, H.T.6    Patel, S.G.7    Shah, J.P.8    Koutcher, J.A.9
  • 14
    • 78149289435 scopus 로고    scopus 로고
    • Use of a reference tissue and blood vessel to measure the arterial input function in DCEMRI
    • Dec.
    • X. Fan, C. R. Haney, D. Mustafi, C. Yang, M. Zamora, E. J. Markiewicz, and G. S. Karczmar, "Use of a reference tissue and blood vessel to measure the arterial input function in DCEMRI," Magn. Reson. Med., vol. 64, no. 6, pp. 1821-1826, Dec. 2010.
    • (2010) Magn. Reson. Med , vol.64 , Issue.6 , pp. 1821-1826
    • Fan, X.1    Haney, C.R.2    Mustafi, D.3    Yang, C.4    Zamora, M.5    Markiewicz, E.J.6    Karczmar, G.S.7
  • 15
    • 84864704574 scopus 로고    scopus 로고
    • Arterial input function calculation in dynamic contrast-enhanced MRI: An in vivo validation study using co-registered contrast-enhanced ultrasound imaging
    • H. Mehrabian, C. Chandrana, I. Pang, R. Chopra, and A. L. Martel, "Arterial input function calculation in dynamic contrast-enhanced MRI: An in vivo validation study using co-registered contrast-enhanced ultrasound imaging," Eur. Radiol., vol. 22, no. 8, pp. 1735-1747, 2012.
    • (2012) Eur. Radiol , vol.22 , Issue.8 , pp. 1735-1747
    • Mehrabian, H.1    Chandrana, C.2    Pang, I.3    Chopra, R.4    Martel, A.L.5
  • 16
    • 84155165672 scopus 로고    scopus 로고
    • Tracer kinetic model selection for dynamic contrastenhanced computed tomography imaging of prostate cancer
    • J. G. Korporaal, M. Van Vulpen, C. A. T. Van Den Berg, and U. A. Van Der Heide, "Tracer kinetic model selection for dynamic contrastenhanced computed tomography imaging of prostate cancer," Invest. Radiol., vol. 47, no. 1, pp. 41-48, 2012.
    • (2012) Invest. Radiol , vol.47 , Issue.1 , pp. 41-48
    • Korporaal, J.G.1    Van Vulpen, M.2    Berg Den Van, T.C.A.3    Heide Der Van, U.A.4
  • 17
    • 80055047526 scopus 로고    scopus 로고
    • Automatic mask generation using independent component analysis in dynamic contrast enhanced-MRI
    • H. Mehrabian, I. Pang, C. Chandrana, R. Chopra, and A. L. Martel, "Automatic mask generation using independent component analysis in dynamic contrast enhanced-MRI," in Proc. Int. Symp. Biomed. Imag., 2011, pp. 1657-1661.
    • (2011) Proc. Int. Symp. Biomed. Imag , pp. 1657-1661
    • Mehrabian, H.1    Pang, I.2    Chandrana, C.3    Chopra, R.4    Martel, A.L.5
  • 18
    • 0028416938 scopus 로고
    • Independent component analysis, A new concept?
    • P. Comon, "Independent component analysis, A new concept?," Signal Process., vol. 36, no. 3, pp. 287-314, 1994.
    • (1994) Signal Process , vol.36 , Issue.3 , pp. 287-314
    • Comon, P.1
  • 20
    • 42549095953 scopus 로고    scopus 로고
    • Complex ICA by negentropy maximization
    • DOI 10.1109/TNN.2007.911747
    • M. Novey and T. Adali, "Complex ICA by negentropy maximization," IEEE Trans. Neural Netw., vol. 19, no. 4, pp. 596-609, Apr. 2008. (Pubitemid 351583577)
    • (2008) IEEE Transactions on Neural Networks , vol.19 , Issue.4 , pp. 596-609
    • Novey, M.1    Adali, T.2
  • 21
    • 0028727468 scopus 로고
    • Complex gradient and Hessian
    • A. van den Bos, "Complex gradient and Hessian," in IEE Proc Vis. Image Signal Proc., 1994, vol. 141, no. 6, pp. 380-382.
    • (1994) IEE Proc Vis. Image Signal Proc , vol.141 , Issue.6 , pp. 380-382
    • Bos Den A.Van1
  • 23
    • 33750966149 scopus 로고    scopus 로고
    • Statistical modeling of the radio-frequency signal in echocardiographic images based on Generalized Gaussian distribution
    • 1624875, 2006 3rd IEEE International Symposium on Biomedical Imaging: From Nano to Macro - Proceedings
    • O. Bernard, J. D'hooge, and D. Friboulet, "Statistical modeling of the radio-frequency signal in echocardiographic images based on generalized Gaussian distribution," in Proc. 3rd IEEE Int. Symp. Biomed. Imag.: From Nano to Macro, 2006, pp. 153-156. (Pubitemid 44732275)
    • (2006) 2006 3rd IEEE International Symposium on Biomedical Imaging: From Nano to Macro - Proceedings , vol.2006 , pp. 153-156
    • Bernard, O.1    D'hooge, J.2    Friboulet, D.3
  • 28
    • 84872861555 scopus 로고    scopus 로고
    • In vivo measurement of gadolinium diffusivity by dynamic contrast-enhanced MRI: A preclinical study of human xenografts
    • T. S. Koh, S. Hartono, C. H. Thng, T. K. H. Lim, L. Martarello, and Q. S. Ng, "In vivo measurement of gadolinium diffusivity by dynamic contrast-enhanced MRI: A preclinical study of human xenografts," Magn. Reson. Med., vol. 69, no. 1, pp. 269-276, 2013.
    • (2013) Magn. Reson. Med , vol.69 , Issue.1 , pp. 269-276
    • Koh, T.S.1    Hartono, S.2    Thng, C.H.3    Lim, T.K.H.4    Martarello, L.5    Ng, Q.S.6
  • 29
  • 30
    • 75949094960 scopus 로고    scopus 로고
    • Bloch simulations with intra-voxel spin dephasing
    • P. Latta,M. L. H. Gruwel, V. Jellus, and B. Tomanek, "Bloch simulations with intra-voxel spin dephasing," J. Magn. Reson., vol. 203, no. 1, pp. 44-51, 2010.
    • (2010) J. Magn. Reson , vol.203 , Issue.1 , pp. 44-51
    • Latta, P.1    Gruwel, M.L.H.2    Jellus, V.3    Tomanek, B.4
  • 31
    • 82355166252 scopus 로고    scopus 로고
    • Dependence of T1 and T2 on high field strengths in doped agarose gels; Facilitating selection of composition for specific T1/T2 at relevant field
    • L. Cochlin, A. Blamire, and P. Styles, "Dependence of T1 and T2 on high field strengths in doped agarose gels; facilitating selection of composition for specific T1/T2 at relevant field," Int. Soc. Magn. Reson. Med., p. 885, 2003.
    • (2003) Int. Soc. Magn. Reson. Med , pp. 885
    • Cochlin, L.1    Blamire, A.2    Styles, P.3
  • 32
    • 0027349175 scopus 로고
    • Basic physics of MR contrast agents and maximization of image-contrast
    • R. Hendrick and E. Haacke, "Basic physics of MR contrast agents and maximization of image-contrast," J. Magn. Reson. Imag., vol. 3, no. 1, pp. 137-148, 1993.
    • (1993) J. Magn. Reson. Imag , vol.3 , Issue.1 , pp. 137-148
    • Hendrick, R.1    Haacke, E.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.