메뉴 건너뛰기




Volumn 36, Issue 7, 2009, Pages 3192-3204

STEP: Spatiotemporal enhancement pattern for MR-based breast tumor diagnosis

Author keywords

Breast tumor diagnosis; Classification; Dynamic contrast enhancement; Feature extraction; MRI

Indexed keywords

CLASSIFICATION (OF INFORMATION); COMPUTER AIDED DIAGNOSIS; FEATURE EXTRACTION; FOURIER TRANSFORMS; GRAPH ALGORITHMS; GRAPHIC METHODS; IMAGE SEGMENTATION; MAGNETIC RESONANCE IMAGING; MEDICAL IMAGING; STATISTICAL METHODS; TEXTURES; TUMORS;

EID: 67649595528     PISSN: 00942405     EISSN: None     Source Type: Journal    
DOI: 10.1118/1.3151811     Document Type: Article
Times cited : (64)

References (36)
  • 1
    • 29444442413 scopus 로고    scopus 로고
    • Diagnostic architectural and dynamic features at breast MR imaging: Multicenter study
    • 10.1148/radiol.2381042117
    • M. D. Schnall, " Diagnostic architectural and dynamic features at breast MR imaging: Multicenter study.," Radiology 238, 42-53 (2006). 10.1148/radiol.2381042117
    • (2006) Radiology , vol.238 , pp. 42-53
    • Schnall, M.D.1
  • 2
    • 0031657391 scopus 로고    scopus 로고
    • Computerized analysis of breast lesions in three dimensions using dynamic magnetic-resonance imaging
    • 10.1118/1.598345
    • K. G. A. Gilhuijs, " Computerized analysis of breast lesions in three dimensions using dynamic magnetic-resonance imaging.," Med. Phys. 25, 1647-1654 (1998). 10.1118/1.598345
    • (1998) Med. Phys. , vol.25 , pp. 1647-1654
    • Gilhuijs, K.G.A.1
  • 3
    • 0041475816 scopus 로고    scopus 로고
    • Dynamic MR imaging of the breast: Analysis of kinetic and morphologic diagnostic criteria
    • 10.1034/j.1600-0455.2003.00084.x
    • B. K. Szabo, " Dynamic MR imaging of the breast: Analysis of kinetic and morphologic diagnostic criteria.," Acta Radiol. 44, 379-386 (2003). 10.1034/j.1600-0455.2003.00084.x
    • (2003) Acta Radiol. , vol.44 , pp. 379-386
    • Szabo, B.K.1
  • 4
    • 2442660323 scopus 로고    scopus 로고
    • Computerized interpretation of breast MRI: Investigation of enhancement-variance dynamics
    • 10.1118/1.1695652
    • W. Chen, " Computerized interpretation of breast MRI: Investigation of enhancement-variance dynamics.," Med. Phys. 31, 1076-1082 (2004). 10.1118/1.1695652
    • (2004) Med. Phys. , vol.31 , pp. 1076-1082
    • Chen, W.1
  • 5
    • 0032694240 scopus 로고    scopus 로고
    • Lesions diagnosis working group report
    • 10.1002/(SICI)1522-2586(199912)10:6<982::AID-JMRI15>3.3.CO;2-W
    • M. D. Schnall and D. M. Ikeda, " Lesions diagnosis working group report.," J. Magn. Reson Imaging 10, 982-990 (1999). 10.1002/(SICI)1522- 2586(199912)10:6<982::AID-JMRI15>3.3.CO;2-W
    • (1999) J. Magn. Reson Imaging , vol.10 , pp. 982-990
    • Schnall, M.D.1    Ikeda, D.M.2
  • 6
    • 0036194959 scopus 로고    scopus 로고
    • Accessing changes in tumor vascular function using dynamic contrast-enhanced magnetic resonance imaging
    • 10.1002/nbm.756
    • C. Hayes, A. R. Padhani, and M. O. Leach, " Accessing changes in tumor vascular function using dynamic contrast-enhanced magnetic resonance imaging.," NMR Biomed. 15, 154-163 (2002). 10.1002/nbm.756
    • (2002) NMR Biomed. , vol.15 , pp. 154-163
    • Hayes, C.1    Padhani, A.R.2    Leach, M.O.3
  • 8
    • 79551686123 scopus 로고    scopus 로고
    • Segmentation and classification of breast tumor using dynamic contrast-enhanced mr images
    • in, Lecture Notes in Computer Science, Vol. edited by N. Ayache, S. Ourselin, and A. Maeder (Springer, Berlin)
    • Y. Zheng, S. Baloch, S. Englander, M. D. Schnall, and D. Shen, " Segmentation and classification of breast tumor using dynamic contrast-enhanced mr images.," in Medical Image Computing and Computer-Assisted Intervention-MICCAI 2007, Lecture Notes in Computer Science, Vol. 4792 edited by, N. Ayache, S. Ourselin, and, A. Maeder, (Springer, Berlin, 2007), pp. 393-401.
    • (2007) Medical Image Computing and Computer-Assisted Intervention-MICCAI 2007 , vol.4792 , pp. 393-401
    • Zheng, Y.1    Baloch, S.2    Englander, S.3    Schnall, M.D.4    Shen, D.5
  • 9
    • 0035509961 scopus 로고    scopus 로고
    • Fast approximate energy minimization via graph cuts
    • 10.1109/34.969114
    • Y. Boykov, O. Veksler, and R. Zabih, " Fast approximate energy minimization via graph cuts.," IEEE Trans. Pattern Anal. Mach. Intell. 23, 1222-1239 (2001). 10.1109/34.969114
    • (2001) IEEE Trans. Pattern Anal. Mach. Intell. , vol.23 , pp. 1222-1239
    • Boykov, Y.1    Veksler, O.2    Zabih, R.3
  • 11
    • 10444281666 scopus 로고    scopus 로고
    • Neural network apporach to the segmentation and classification of dynamic magnetic resonance images of the breast: Comparison with empiric and quantitative kinetic parameters
    • 10.1016/j.acra.2004.09.006
    • B. K. Szabo, " Neural network apporach to the segmentation and classification of dynamic magnetic resonance images of the breast: Comparison with empiric and quantitative kinetic parameters.," Acad. Radiol. 11, 1344-1354 (2004). 10.1016/j.acra.2004.09.006
    • (2004) Acad. Radiol. , vol.11 , pp. 1344-1354
    • Szabo, B.K.1
  • 12
    • 0034865204 scopus 로고    scopus 로고
    • Progress report from the american college of radiology breast MR imaging lexicon committee
    • D. M. Ikeda, " Progress report from the american college of radiology breast MR imaging lexicon committee.," Magn. Reson. Imaging 9, 295-302 (2001).
    • (2001) Magn. Reson. Imaging , vol.9 , pp. 295-302
    • Ikeda, D.M.1
  • 13
    • 20344363161 scopus 로고    scopus 로고
    • Classification improvement by segmentation refinement: Application to contrast-enhanced MR-mammography
    • in, Lecture Notes in Computer Science Vol. edited by C. Barillot, D. R. Haynor, and P. Hellier (Springer, Berlin)
    • C. Tanner, " Classification improvement by segmentation refinement: Application to contrast-enhanced MR-mammography.," in Medical Image Computing and Computer-Assisted Intervention-MICCAI 2004, Lecture Notes in Computer Science Vol. 3216 edited by, C. Barillot, D. R. Haynor, and, P. Hellier, (Springer, Berlin, 2004), pp. 184-191.
    • (2004) Medical Image Computing and Computer-Assisted Intervention-MICCAI 2004 , vol.3216 , pp. 184-191
    • Tanner, C.1
  • 14
    • 43049153023 scopus 로고    scopus 로고
    • Classification of dynamic contrast-enhanced magnetic resonance breast lesions by support vector machines
    • 10.1109/TMI.2008.916959
    • J. Levman, T. Leung, P. Causer, D. Plewes, and A. L. Martel, " Classification of dynamic contrast-enhanced magnetic resonance breast lesions by support vector machines.," IEEE Trans. Med. Imaging 27, 688-696 (2008). 10.1109/TMI.2008.916959
    • (2008) IEEE Trans. Med. Imaging , vol.27 , pp. 688-696
    • Levman, J.1    Leung, T.2    Causer, P.3    Plewes, D.4    Martel, A.L.5
  • 15
    • 33746617896 scopus 로고    scopus 로고
    • Automatic identification and classification of characteristic kinetic curves of breast lesions on DCE-MRI
    • 10.1118/1.2210568
    • W. Chen and M. L. Giger, " Automatic identification and classification of characteristic kinetic curves of breast lesions on DCE-MRI.," Med. Phys. 33, 2878-2887 (2006). 10.1118/1.2210568
    • (2006) Med. Phys. , vol.33 , pp. 2878-2887
    • Chen, W.1    Giger, M.L.2
  • 16
    • 33750948613 scopus 로고    scopus 로고
    • Does registration improve the performance of a computer aided diagnosis system for dynamic contrast-enhanced MR mammography
    • (IEEE, New York)
    • C. Tanner, " Does registration improve the performance of a computer aided diagnosis system for dynamic contrast-enhanced MR mammography.," Proceedings of the Third IEEE International Symposium on Biomedical Imaging: Macro to Nano-ISBI 2006 (IEEE, New York, 2006), pp. 466-469.
    • (2006) Proceedings of the Third IEEE International Symposium on Biomedical Imaging: Macro to Nano-ISBI 2006 , pp. 466-469
    • Tanner, C.1
  • 17
    • 33845587156 scopus 로고    scopus 로고
    • Bayesian methods for pharmacokinetic models in dynamic contrast-enhanced magnetic resonance imaging
    • 10.1109/TMI.2006.884210
    • V. J. Schmid, B. Whitcher, A. R. Padhani, N. J. Taylor, and G. Z. Yang, " Bayesian methods for pharmacokinetic models in dynamic contrast-enhanced magnetic resonance imaging.," IEEE Trans. Med. Imaging 25, 1627-1636 (2006). 10.1109/TMI.2006.884210
    • (2006) IEEE Trans. Med. Imaging , vol.25 , pp. 1627-1636
    • Schmid, V.J.1    Whitcher, B.2    Padhani, A.R.3    Taylor, N.J.4    Yang, G.Z.5
  • 18
    • 34047239298 scopus 로고    scopus 로고
    • Simultanous segmentation and registration of contrast-enhanced breast MRI
    • in, Lecture Notes in Computer Science, Vol., edited by G. E. Christensen and M. Sonka (Springer, Berlin)
    • X. Chen, " Simultanous segmentation and registration of contrast-enhanced breast MRI.," in IPMI'05, Lecture Notes in Computer Science, Vol. 3565, edited by, G. E. Christensen, and, M. Sonka, (Springer, Berlin, 2005), pp. 126-137.
    • (2005) IPMI'05 , vol.3565 , pp. 126-137
    • Chen, X.1
  • 19
    • 0018015137 scopus 로고
    • Modelling by shortest data description
    • 10.1016/0005-1098(78)90005-5
    • J. Rissanen, " Modelling by shortest data description.," Automatica 14, 465-471 (1978). 10.1016/0005-1098(78)90005-5
    • (1978) Automatica , vol.14 , pp. 465-471
    • Rissanen, J.1
  • 20
    • 0034844730 scopus 로고    scopus 로고
    • Interactive graph cuts for optimal boundary and region segmentation of objects in N-D images
    • (IEEE, New York)
    • Y. Y. Boykov and M.-P. Jolly, " Interactive graph cuts for optimal boundary and region segmentation of objects in N-D images.," International Conference on Computer Vision (IEEE, New York, 2001), pp. 105-112.
    • (2001) International Conference on Computer Vision , pp. 105-112
    • Boykov, Y.Y.1    Jolly, M.-P.2
  • 21
    • 12844262766 scopus 로고    scopus 로고
    • Grabcut: Interactive foreground extraction using iterated graph cuts
    • 10.1145/1015706.1015720
    • C. Rother, V. Kolmogorov, and A. Blake, " Grabcut: Interactive foreground extraction using iterated graph cuts.," ACM Trans. Graphics 23, 309-314 (2004). 10.1145/1015706.1015720
    • (2004) ACM Trans. Graphics , vol.23 , pp. 309-314
    • Rother, C.1    Kolmogorov, V.2    Blake, A.3
  • 22
    • 0032761018 scopus 로고    scopus 로고
    • Feature extraction from wavelet coefficients for pattern recognition tasks
    • 10.1109/34.745739
    • S. Pittner and S. V. Kamarthi, " Feature extraction from wavelet coefficients for pattern recognition tasks.," IEEE Trans. Pattern Anal. Mach. Intell. 21, 83-88 (1999). 10.1109/34.745739
    • (1999) IEEE Trans. Pattern Anal. Mach. Intell. , vol.21 , pp. 83-88
    • Pittner, S.1    Kamarthi, S.V.2
  • 23
    • 0032828135 scopus 로고    scopus 로고
    • Estimating kinetic parameters from dynamic contrast-enhanced T1-weighted MRI of a diffusable tracer: Standardized quantities and symbols
    • 10.1002/(SICI)1522-2586(199909)10:3<223::AID-JMRI2>3.0.CO;2-S
    • P. S. Tofts, " Estimating kinetic parameters from dynamic contrast-enhanced T1-weighted MRI of a diffusable tracer: Standardized quantities and symbols.," J. Magn. Reson Imaging 10, 223-232 (1999). 10.1002/(SICI)1522-2586(199909)10:3<223::AID-JMRI2>3.0.CO;2-S
    • (1999) J. Magn. Reson Imaging , vol.10 , pp. 223-232
    • Tofts, P.S.1
  • 24
    • 0031107316 scopus 로고    scopus 로고
    • Analysis of dynamic MR breast images using a model of contrast enhancement
    • 10.1016/S1361-8415(97)85011-6
    • P. Hayton, " Analysis of dynamic MR breast images using a model of contrast enhancement.," Med. Image Anal. 1, 207-224 (1996). 10.1016/S1361-8415(97)85011-6
    • (1996) Med. Image Anal. , vol.1 , pp. 207-224
    • Hayton, P.1
  • 25
    • 33745963117 scopus 로고    scopus 로고
    • Dynamic contrast-enhanced magnetic resonance imaging as an imaging biomarker
    • 10.1200/JCO.2006.06.8080
    • N. Hylton, " Dynamic contrast-enhanced magnetic resonance imaging as an imaging biomarker.," J. Clin. Oncol. 24, 3293-3298 (2006). 10.1200/JCO.2006.06.8080
    • (2006) J. Clin. Oncol. , vol.24 , pp. 3293-3298
    • Hylton, N.1
  • 26
    • 84937655864 scopus 로고
    • Visual pattern recognition by moment invariants
    • M. K. Hu, " Visual pattern recognition by moment invariants.," IRE Trans. Inf. Theory 8, 179-187 (1962).
    • (1962) IRE Trans. Inf. Theory , vol.8 , pp. 179-187
    • Hu, M.K.1
  • 28
    • 0032122663 scopus 로고    scopus 로고
    • Rotation invariant texture features and their use in automatic script identification
    • 10.1109/34.689305
    • T. N. Tan, " Rotation invariant texture features and their use in automatic script identification.," IEEE Trans. Pattern Anal. Mach. Intell. 20, 751-756 (1998). 10.1109/34.689305
    • (1998) IEEE Trans. Pattern Anal. Mach. Intell. , vol.20 , pp. 751-756
    • Tan, T.N.1
  • 29
    • 0028381453 scopus 로고
    • Rotation and grey-scale transform invariant texture identification using wavelet decomposition and hmm
    • 10.1109/34.273730
    • J.-L. Chen and A. Kundu, " Rotation and grey-scale transform invariant texture identification using wavelet decomposition and hmm.," IEEE Trans. Pattern Anal. Mach. Intell. 16, 208-214 (1994). 10.1109/34.273730
    • (1994) IEEE Trans. Pattern Anal. Mach. Intell. , vol.16 , pp. 208-214
    • Chen, J.-L.1    Kundu, A.2
  • 30
    • 0023823044 scopus 로고
    • Topologically invariant texture descriptors
    • 10.1016/0734-189X(88)90102-8
    • G. Eichmann and T. Kasparis, " Topologically invariant texture descriptors.," Comput. Vis. Graph. Image Process. 41, 267-281 (1988). 10.1016/0734-189X(88)90102-8
    • (1988) Comput. Vis. Graph. Image Process. , vol.41 , pp. 267-281
    • Eichmann, G.1    Kasparis, T.2
  • 33
    • 0036161259 scopus 로고    scopus 로고
    • Gene selection for cancer classification using support vector machines
    • 10.1023/A:1012487302797
    • I. Guyon, " Gene selection for cancer classification using support vector machines.," Mach. Learn. 46, 389-422 (2002). 10.1023/A:1012487302797
    • (2002) Mach. Learn. , vol.46 , pp. 389-422
    • Guyon, I.1
  • 35
    • 0032525017 scopus 로고    scopus 로고
    • Maximum likelihood estimation of receiver operating characteristic (ROC) curves from continuously-distributed data
    • 10.1002/(SICI)1097-0258(19980515)17:9<1033::AID-SIM784>3.0.CO;2-Z
    • C. E. Metz, " Maximum likelihood estimation of receiver operating characteristic (ROC) curves from continuously-distributed data.," Stat. Med. 17, 1033-1053 (1998). 10.1002/(SICI)1097-0258(19980515)17:9<1033::AID- SIM784>3.0.CO;2-Z
    • (1998) Stat. Med. , vol.17 , pp. 1033-1053
    • Metz, C.E.1
  • 36
    • 20444455884 scopus 로고    scopus 로고
    • Extracting and visualizing physiological parameters using dynamic contrast-enhanced magnetic resonance imaging of the breast
    • 10.1016/j.media.2005.01.001
    • P. Armitage, C. Behrenbruch, M. Brady, and N. Moore, " Extracting and visualizing physiological parameters using dynamic contrast-enhanced magnetic resonance imaging of the breast.," Med. Image Anal. 9, 315-329 (2005). 10.1016/j.media.2005.01.001
    • (2005) Med. Image Anal. , vol.9 , pp. 315-329
    • Armitage, P.1    Behrenbruch, C.2    Brady, M.3    Moore, N.4


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.