메뉴 건너뛰기




Volumn 36, Issue 2, 2012, Pages 108-118

Wavelet-based segmentation of renal compartments in DCE-MRI of human kidney: Initial results in patients and healthy volunteers

Author keywords

DCE MRI; K means; Kidney; Segmentation; Wavelet analysis

Indexed keywords

DATA SETS; DCE-MRI; DYNAMIC CONTRAST; EARLY DETECTION; END STAGE RENAL DISEASE; GLOMERULAR FILTRATION RATE; HUMAN KIDNEY; K-MEANS; K-MEANS CLUSTERING; KIDNEY; NON-PARAMETRIC; PATIENT DATA; RENAL CORTEX; RENAL DISEASE; RENAL TRANSPLANTATION; THRESHOLDING; TIME COURSE; UNBIASED RISK ESTIMATOR; WAVELET COEFFICIENTS;

EID: 84856608464     PISSN: 08956111     EISSN: 18790771     Source Type: Journal    
DOI: 10.1016/j.compmedimag.2011.06.005     Document Type: Article
Times cited : (44)

References (48)
  • 2
    • 0028019290 scopus 로고
    • Risk of kidney failure associated with the use of acetaminophen, aspirin, and nonsteroidal antiinflammatory drugs
    • Perneger T., Whelton P., Klag M. Risk of kidney failure associated with the use of acetaminophen, aspirin, and nonsteroidal antiinflammatory drugs. N Engl J Med 1994, 331(25):1675.
    • (1994) N Engl J Med , vol.331 , Issue.25 , pp. 1675
    • Perneger, T.1    Whelton, P.2    Klag, M.3
  • 3
    • 29744469415 scopus 로고    scopus 로고
    • Recommendations for improving serum creatinine measurement: a report from the laboratory working group of the national kidney disease education program
    • Myers G., Miller W., Coresh J., Fleming J., Greenberg N., Greene T., et al. Recommendations for improving serum creatinine measurement: a report from the laboratory working group of the national kidney disease education program. Clin Chem 2006, 52(1):5.
    • (2006) Clin Chem , vol.52 , Issue.1 , pp. 5
    • Myers, G.1    Miller, W.2    Coresh, J.3    Fleming, J.4    Greenberg, N.5    Greene, T.6
  • 4
    • 79251617688 scopus 로고    scopus 로고
    • Diffusion and perfusion of the kidney
    • DECEMBER
    • Notohamiprodjo M., Reiser M.F., Sourbron S.P. Diffusion and perfusion of the kidney. Eur J Radiol 2010, 76(December (3)):337-347.
    • (2010) Eur J Radiol , vol.76 , Issue.3 , pp. 337-347
    • Notohamiprodjo, M.1    Reiser, M.F.2    Sourbron, S.P.3
  • 7
    • 79251626883 scopus 로고    scopus 로고
    • Technical aspects of MR perfusion
    • DECEMBER
    • Sourbron S. Technical aspects of MR perfusion. Eur J Radiol 2010, 76(December (3)):304-313.
    • (2010) Eur J Radiol , vol.76 , Issue.3 , pp. 304-313
    • Sourbron, S.1
  • 8
    • 37549002130 scopus 로고    scopus 로고
    • MR-based semi-automated quantification of renal functional parameters with a two-compartment model-an interobserver analysis
    • JANUARY
    • Attenberger U.I., Sourbron S.P., Notohamiprodjo M., Lodemann K.P., Glaser C.G., Reiser M.F., et al. MR-based semi-automated quantification of renal functional parameters with a two-compartment model-an interobserver analysis. Eur J Radiol 2008, 65(January (1)):59-65.
    • (2008) Eur J Radiol , vol.65 , Issue.1 , pp. 59-65
    • Attenberger, U.I.1    Sourbron, S.P.2    Notohamiprodjo, M.3    Lodemann, K.P.4    Glaser, C.G.5    Reiser, M.F.6
  • 9
    • 0037310235 scopus 로고    scopus 로고
    • Quantification of renal perfusion using an intravascular contrast agent (part 1): results in a canine model
    • Aumann S., Schoenberg S., Just A., Briley-Saebo K., Bjornerud A., Bock M., et al. Quantification of renal perfusion using an intravascular contrast agent (part 1): results in a canine model. Magn Reson Med 2003, 49(2):276-287.
    • (2003) Magn Reson Med , vol.49 , Issue.2 , pp. 276-287
    • Aumann, S.1    Schoenberg, S.2    Just, A.3    Briley-Saebo, K.4    Bjornerud, A.5    Bock, M.6
  • 10
    • 33750442900 scopus 로고    scopus 로고
    • Measurement of single kidney function using dynamic contrast-enhanced MRI: comparison of two models in human subjects
    • Buckley D., Ala'a E., Cheung C., Jones A., Mamtora H., Kalra P. Measurement of single kidney function using dynamic contrast-enhanced MRI: comparison of two models in human subjects. J Magn Reson Imaging 2006, 24(5):1117-1123.
    • (2006) J Magn Reson Imaging , vol.24 , Issue.5 , pp. 1117-1123
    • Buckley, D.1    Ala'a, E.2    Cheung, C.3    Jones, A.4    Mamtora, H.5    Kalra, P.6
  • 11
    • 77953618442 scopus 로고    scopus 로고
    • Compartmental modelling for magnetic resonance renography
    • Sourbron S. Compartmental modelling for magnetic resonance renography. Z Med Phys 2010, 20(2):101-114.
    • (2010) Z Med Phys , vol.20 , Issue.2 , pp. 101-114
    • Sourbron, S.1
  • 12
    • 37149023849 scopus 로고    scopus 로고
    • Measurement of glomerular filtration rate with magnetic resonance imaging: principles, limitations, and expectations
    • JANUARY
    • Grenier N., Mendichovszky I., de Senneville B.D., Roujol S., Desbarats P., Pedersen M., et al. Measurement of glomerular filtration rate with magnetic resonance imaging: principles, limitations, and expectations. Semin Nucl Med 2008, 38(January (1)):47-55.
    • (2008) Semin Nucl Med , vol.38 , Issue.1 , pp. 47-55
    • Grenier, N.1    Mendichovszky, I.2    de Senneville, B.D.3    Roujol, S.4    Desbarats, P.5    Pedersen, M.6
  • 13
    • 0033841344 scopus 로고    scopus 로고
    • MR renography: an algorithm for calculation and correction of cortical volume averaging in medullary renographs
    • SEPTEMBER
    • de-Priester J.A., den Boer J.A., Giele E.L., Christiaans M.H., Kessels A., Hasman A., et al. MR renography: an algorithm for calculation and correction of cortical volume averaging in medullary renographs. J Magn Reson Imaging 2000, 12(September (3)):453-459.
    • (2000) J Magn Reson Imaging , vol.12 , Issue.3 , pp. 453-459
    • de-Priester, J.A.1    den Boer, J.A.2    Giele, E.L.3    Christiaans, M.H.4    Kessels, A.5    Hasman, A.6
  • 14
    • 34250364959 scopus 로고    scopus 로고
    • Performance of an automated segmentation algorithm for 3D MR renography
    • Rusinek H., Boykov Y., Kaur M., Wong S., Bokacheva L., Sajous J., et al. Performance of an automated segmentation algorithm for 3D MR renography. Magn Reson Med 2007, 57(6):1159-1167.
    • (2007) Magn Reson Med , vol.57 , Issue.6 , pp. 1159-1167
    • Rusinek, H.1    Boykov, Y.2    Kaur, M.3    Wong, S.4    Bokacheva, L.5    Sajous, J.6
  • 15
    • 0036154129 scopus 로고    scopus 로고
    • Measurement of renal volumes with contrast-enhanced MRI
    • JANUARY
    • Coulam C., Bouley D., Sommer F. Measurement of renal volumes with contrast-enhanced MRI. J Magn Reson Imaging 2002, 15(January (2)):174-179.
    • (2002) J Magn Reson Imaging , vol.15 , Issue.2 , pp. 174-179
    • Coulam, C.1    Bouley, D.2    Sommer, F.3
  • 17
    • 60649112631 scopus 로고    scopus 로고
    • Assessment of 3D DCE-MRI of the kidneys using non-rigid image registration and segmentation of voxel time courses
    • Zöllner F.G., Sance R., Rogelj P., Ledesma-Carbayo M., Rørvik J., Santos A., et al. Assessment of 3D DCE-MRI of the kidneys using non-rigid image registration and segmentation of voxel time courses. Comput Med Imaging Graph 2009, 33(3):171-181.
    • (2009) Comput Med Imaging Graph , vol.33 , Issue.3 , pp. 171-181
    • Zöllner, F.G.1    Sance, R.2    Rogelj, P.3    Ledesma-Carbayo, M.4    Rørvik, J.5    Santos, A.6
  • 19
    • 0029325981 scopus 로고
    • Segmentation of brain parenchyma and cerebrospinal fluid in multispectral magnetic resonance images
    • Lundervold A., Storvik G. Segmentation of brain parenchyma and cerebrospinal fluid in multispectral magnetic resonance images. IEEE Trans Med Imaging 1995, 14(2):339-349.
    • (1995) IEEE Trans Med Imaging , vol.14 , Issue.2 , pp. 339-349
    • Lundervold, A.1    Storvik, G.2
  • 20
    • 31644442652 scopus 로고    scopus 로고
    • Cluster analysis of dynamic cerebral contrast-enhanced perfusion MRI time-series
    • JANUARY
    • Wismüller A., Meyer-Baese A., Lange O., Reiser M.F., Leinsinger G. Cluster analysis of dynamic cerebral contrast-enhanced perfusion MRI time-series. IEEE Trans Med Imaging 2006, 25(January (1)):62-73.
    • (2006) IEEE Trans Med Imaging , vol.25 , Issue.1 , pp. 62-73
    • Wismüller, A.1    Meyer-Baese, A.2    Lange, O.3    Reiser, M.F.4    Leinsinger, G.5
  • 22
    • 0038440741 scopus 로고    scopus 로고
    • Cluster analysis of BOLD fMRI time series in tumors to study the heterogeneity of hemodynamic response to treatment
    • Baudelet C., Gallez B. Cluster analysis of BOLD fMRI time series in tumors to study the heterogeneity of hemodynamic response to treatment. Magn Reson Med 2003, 49(6):985-990.
    • (2003) Magn Reson Med , vol.49 , Issue.6 , pp. 985-990
    • Baudelet, C.1    Gallez, B.2
  • 23
    • 0033025843 scopus 로고    scopus 로고
    • A hierarchical clustering method for analyzing functional MR images
    • Filzmoser P., Baumgartner R., Moser E. A hierarchical clustering method for analyzing functional MR images. Magn Reson Imaging 1999, 17(6):817-826.
    • (1999) Magn Reson Imaging , vol.17 , Issue.6 , pp. 817-826
    • Filzmoser, P.1    Baumgartner, R.2    Moser, E.3
  • 25
    • 0030127507 scopus 로고    scopus 로고
    • A review of wavelets in biomedical applications
    • Unser M., Aldroubi A. A review of wavelets in biomedical applications. Proc IEEE 1996, 84(4):626-638.
    • (1996) Proc IEEE , vol.84 , Issue.4 , pp. 626-638
    • Unser, M.1    Aldroubi, A.2
  • 26
    • 0041958932 scopus 로고
    • Ideal spatial adaptation by wavelet shrinkage
    • Donoho D., Johnstone J. Ideal spatial adaptation by wavelet shrinkage. Biometrika 1994, 81(3):425.
    • (1994) Biometrika , vol.81 , Issue.3 , pp. 425
    • Donoho, D.1    Johnstone, J.2
  • 27
    • 84950459514 scopus 로고
    • Adapting to unknown smoothness via wavelet shrinkage
    • Donoho D., Johnstone I. Adapting to unknown smoothness via wavelet shrinkage. J Am Stat Assoc 1995, 90(432).
    • (1995) J Am Stat Assoc , vol.90 , Issue.432
    • Donoho, D.1    Johnstone, I.2
  • 28
    • 16244397725 scopus 로고    scopus 로고
    • Wavelet-based cluster analysis: data-driven grouping of voxel time courses with application to perfusion-weighted and pharmacological MRI of the rat brain
    • Whitcher B., Schwarz A.J., Barjat H., Smart S.C., Grundy R.I., James M.F. Wavelet-based cluster analysis: data-driven grouping of voxel time courses with application to perfusion-weighted and pharmacological MRI of the rat brain. NeuroImage 2005, 24(2):281-295.
    • (2005) NeuroImage , vol.24 , Issue.2 , pp. 281-295
    • Whitcher, B.1    Schwarz, A.J.2    Barjat, H.3    Smart, S.C.4    Grundy, R.I.5    James, M.F.6
  • 29
    • 84856600562 scopus 로고    scopus 로고
    • A variational approach to multi-modal image matching. Vancouver, BC, Canada: IEEE Workshop on Variational and Level Set Methods in Computer Vision
    • Chefd'Hotel C, Hermosillo G, Faugeras O. A variational approach to multi-modal image matching. Vancouver, BC, Canada: IEEE Workshop on Variational and Level Set Methods in Computer Vision; 2001.
    • (2001)
    • Chefd'Hotel, C.1    Hermosillo, G.2    Faugeras, O.3
  • 30
    • 84856591496 scopus 로고    scopus 로고
    • Engineering and Algorithm Design for an Image Processing API: A Technical Report on ITK - The Insight Toolkit. Proc of Medicine Meets Virtual Reality. Amsterdam: IOS Press
    • Yoo TS, Ackerman MJ, Lorensen WE, Schroeder W, Chalana V, Aylward S, et al. Engineering and Algorithm Design for an Image Processing API: A Technical Report on ITK - The Insight Toolkit. Proc of Medicine Meets Virtual Reality. Amsterdam: IOS Press; 2002.
    • (2002)
    • Yoo, T.S.1    Ackerman, M.J.2    Lorensen, W.E.3    Schroeder, W.4    Chalana, V.5    Aylward, S.6
  • 31
    • 0002308457 scopus 로고
    • Contributions to the problem of approximation of equidistant data by analytic functions
    • Schoenberg I.J. Contributions to the problem of approximation of equidistant data by analytic functions. Q Appl Math 1946, 4(A):45-99.
    • (1946) Q Appl Math , vol.4 A , pp. 45-99
    • Schoenberg, I.J.1
  • 32
    • 84856593338 scopus 로고    scopus 로고
    • Registration of images for the measurement of kidney perfusion by dynamic contrast enhanced magnetic resonance imaging [Bachelor thesis]. Heidelberg: University of Heidelberg.
    • Merrem A. Registration of images for the measurement of kidney perfusion by dynamic contrast enhanced magnetic resonance imaging [Bachelor thesis]. Heidelberg: University of Heidelberg; 2010.
    • (2010)
    • Merrem, A.1
  • 33
    • 77953542185 scopus 로고    scopus 로고
    • Untersuchung von selbstnavigierenden MR-Sequenzen für die Perfusionsbildgebung der Nieren
    • Lietzmann F., Zöllner F.G., Michaely H.J., Schad L.R. Untersuchung von selbstnavigierenden MR-Sequenzen für die Perfusionsbildgebung der Nieren. Z Med Phys 2010, 20(2):124-133.
    • (2010) Z Med Phys , vol.20 , Issue.2 , pp. 124-133
    • Lietzmann, F.1    Zöllner, F.G.2    Michaely, H.J.3    Schad, L.R.4
  • 37
    • 0001457509 scopus 로고
    • Some methods for classification and analysis of multivariate observations
    • University of California Press, L.M.L. Cam, J. Neyman (Eds.)
    • MacQueen J.B. Some methods for classification and analysis of multivariate observations. Proc of the fifth Berkeley symposium on mathematical statistics and probability 1967, 281-297. University of California Press. L.M.L. Cam, J. Neyman (Eds.).
    • (1967) Proc of the fifth Berkeley symposium on mathematical statistics and probability , pp. 281-297
    • MacQueen, J.B.1
  • 38
    • 2442432731 scopus 로고    scopus 로고
    • Similarity between euclidean and cosine angle distance for nearest neighbor queries. 2004 ACM symposium on applied computing. ACM
    • Qian G, Sural S, Gu Y, Pramanik S. Similarity between euclidean and cosine angle distance for nearest neighbor queries. 2004 ACM symposium on applied computing. ACM; 2004.
    • (2004)
    • Qian, G.1    Sural, S.2    Gu, Y.3    Pramanik, S.4
  • 39
    • 33750843927 scopus 로고    scopus 로고
    • Generalized overlap measures for evaluation and validation in medical image analysis
    • Crum W., Camara O., Hill D. Generalized overlap measures for evaluation and validation in medical image analysis. IEEE Trans Med Imaging 2006, 25(11):1451-1461.
    • (2006) IEEE Trans Med Imaging , vol.25 , Issue.11 , pp. 1451-1461
    • Crum, W.1    Camara, O.2    Hill, D.3
  • 40
    • 0001884644 scopus 로고
    • Individual comparisons by ranking methods
    • Wilcoxon F. Individual comparisons by ranking methods. Biometrics 1945, 1:80-83.
    • (1945) Biometrics , vol.1 , pp. 80-83
    • Wilcoxon, F.1
  • 41
    • 84856593340 scopus 로고    scopus 로고
    • Wavelet-based segmentation of 3D DCE-MRI time courses in human kidney [Master's Thesis]: Heidelberg University
    • Li S. Wavelet-based segmentation of 3D DCE-MRI time courses in human kidney [Master's Thesis]: Heidelberg University; 2010.
    • (2010)
    • Li, S.1
  • 42
    • 84856591495 scopus 로고
    • Threshold selection for wavelet shrinkage of noisy data. Engineering in Medicine and Biology Society, 1994 Engineering Advances: New Opportunities for Biomedical Engineers, Proceedings of the 16th Annual International Conference of the IEEE; 3-6 November
    • Donoho DL, Johnstone IM. Threshold selection for wavelet shrinkage of noisy data. Engineering in Medicine and Biology Society, 1994 Engineering Advances: New Opportunities for Biomedical Engineers, Proceedings of the 16th Annual International Conference of the IEEE; 3-6 November 1994.
    • (1994)
    • Donoho, D.L.1    Johnstone, I.M.2
  • 43
    • 84948658678 scopus 로고    scopus 로고
    • Kidney segmentation in MRI sequences using temporal dynamics. Proceedings IEEE International Symposium on Biomedical Imaging
    • Sun Y, Moura JMF, Yang D, Ye Q, Ho C. Kidney segmentation in MRI sequences using temporal dynamics. Proceedings IEEE International Symposium on Biomedical Imaging; 2002.
    • (2002)
    • Sun Y.Moura, J.M.F.1    Yang, D.2    Ye, Q.3    Ho, C.4
  • 44
    • 31144435889 scopus 로고    scopus 로고
    • Renal artery stenosis: functional assessment with dynamic MR perfusion measurements-feasibility study
    • FEBRUARY
    • Michaely H.J., Schoenberg S.O., Oesingmann N., Ittrich C., Buhlig C., Friedrich D., et al. Renal artery stenosis: functional assessment with dynamic MR perfusion measurements-feasibility study. Radiology 2006, 238(February (2)):586-596.
    • (2006) Radiology , vol.238 , Issue.2 , pp. 586-596
    • Michaely, H.J.1    Schoenberg, S.O.2    Oesingmann, N.3    Ittrich, C.4    Buhlig, C.5    Friedrich, D.6
  • 46
    • 0023523514 scopus 로고
    • How many clusters are best? - an experiment
    • Dubes R.C. How many clusters are best? - an experiment. Pattern Recognition 1987, 20(6):645-663.
    • (1987) Pattern Recognition , vol.20 , Issue.6 , pp. 645-663
    • Dubes, R.C.1
  • 47
    • 0017953820 scopus 로고
    • A cluster separation measure
    • APRIL
    • Davies D.L., Bouldin D.W. A cluster separation measure. IEEE Trans PAMI 1979, 1(April (2)):224-227.
    • (1979) IEEE Trans PAMI , vol.1 , Issue.2 , pp. 224-227
    • Davies, D.L.1    Bouldin, D.W.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.