메뉴 건너뛰기




Volumn 41, Issue 5, 2014, Pages

Semiautomatic segmentation and follow-up of multicomponent low-grade tumors in longitudinal brain MRI studies

Author keywords

brain tumor; follow up; multispectral MRI; segmentation

Indexed keywords

BRAIN; IMAGE SEGMENTATION; MAGNETIC RESONANCE IMAGING;

EID: 84899512814     PISSN: 00942405     EISSN: None     Source Type: Journal    
DOI: 10.1118/1.4871040     Document Type: Article
Times cited : (24)

References (51)
  • 1
    • 0025281789 scopus 로고
    • Response criteria for phase II studies of supratentorial malignant glioma
    • D. R. Macdonald, T. L. Cascino, S. Schold, and J. G. Cairncross, " Response criteria for phase II studies of supratentorial malignant glioma," J. Clin. Oncol. 8 (7), 1277-1280 (1990).
    • (1990) J. Clin. Oncol. , vol.8 , Issue.7 , pp. 1277-1280
    • Macdonald, D.R.1    Cascino, T.L.2    Schold, S.3    Cairncross, J.G.4
  • 2
    • 44649095050 scopus 로고    scopus 로고
    • Time course of imaging changes of GBM during extended bevacizumab treatment
    • 10.1007/s11060-008-9573-x
    • S. Ananthnarayan, J. Bahng, J. Roring, P. Nghiemphu, A. Lai, T. Cloughesy, and W. Pope, " Time course of imaging changes of GBM during extended bevacizumab treatment," J. Neuro-Oncol. 88, 339-347 (2008). 10.1007/s11060-008-9573-x
    • (2008) J. Neuro-Oncol. , vol.88 , pp. 339-347
    • Ananthnarayan, S.1    Bahng, J.2    Roring, J.3    Nghiemphu, P.4    Lai, A.5    Cloughesy, T.6    Pope, W.7
  • 3
    • 13844281110 scopus 로고    scopus 로고
    • A system for brain tumor volume estimation via MR imaging and fuzzy connectedness
    • 10.1016/j.compmedimag.2004.07.008
    • J. Liu, J. Udupa, D. Odhner, D. Hackney, and G. Moonis, " A system for brain tumor volume estimation via MR imaging and fuzzy connectedness," Comput. Med. Imaging Graph. 29 (1), 21-34 (2005). 10.1016/j.compmedimag.2004.07. 008
    • (2005) Comput. Med. Imaging Graph. , vol.29 , Issue.1 , pp. 21-34
    • Liu, J.1    Udupa, J.2    Odhner, D.3    Hackney, D.4    Moonis, G.5
  • 5
    • 70349776946 scopus 로고    scopus 로고
    • Volumes and growth rates of untreated adult low-grade gliomas indicate risk of early malignant transformation
    • 10.1016/j.ejrad.2008.06.013
    • J. Rees, H. Watt, H. R. Jger, C. Benton, D. Tozer, P. Tofts, and A. Waldman, " Volumes and growth rates of untreated adult low-grade gliomas indicate risk of early malignant transformation," Eur. J. Radiol. 72 (1), 54-64 (2009). 10.1016/j.ejrad.2008.06.013
    • (2009) Eur. J. Radiol. , vol.72 , Issue.1 , pp. 54-64
    • Rees, J.1    Watt, H.2    Jger, H.R.3    Benton, C.4    Tozer, D.5    Tofts, P.6    Waldman, A.7
  • 6
    • 57849117384 scopus 로고    scopus 로고
    • New response evaluation criteria in solid tumours: Revised RECIST guideline (version 1.1)
    • 10.1016/j.ejca.2008.10.026
    • E. Eisenhauer et al., " New response evaluation criteria in solid tumours: Revised RECIST guideline (version 1.1)," Eur. J. Cancer 45 (2), 228-247 (2009). 10.1016/j.ejca.2008.10.026
    • (2009) Eur. J. Cancer , vol.45 , Issue.2 , pp. 228-247
    • Eisenhauer, E.1
  • 7
    • 77951625266 scopus 로고    scopus 로고
    • Updated response assessment criteria for high-grade gliomas: Response assessment in neuro-oncology working group
    • 10.1200/JCO.2009.26.3541
    • P. Y. Wen et al., " Updated response assessment criteria for high-grade gliomas: Response assessment in neuro-oncology working group," J. Clin. Oncol. 28 (11), 1963-1972 (2010). 10.1200/JCO.2009.26.3541
    • (2010) J. Clin. Oncol. , vol.28 , Issue.11 , pp. 1963-1972
    • Wen, P.Y.1
  • 8
    • 0035400593 scopus 로고    scopus 로고
    • Interobserver variations in gross tumor volume delineation of brain tumors on computed tomography and impact of magnetic resonance imaging
    • 10.1016/S0167-8140(01)00371-1
    • C. Weltens, J. Menten, M. Feron, E. Bellon, P. Demaerel, F. Maes, W. V. den Bogaert, and E. van der Schueren, " Interobserver variations in gross tumor volume delineation of brain tumors on computed tomography and impact of magnetic resonance imaging," Radiother. Oncol. 60, 49-59 (2001). 10.1016/S0167-8140(01)00371-1
    • (2001) Radiother. Oncol. , vol.60 , pp. 49-59
    • Weltens, C.1    Menten, J.2    Feron, M.3    Bellon, E.4    Demaerel, P.5    Maes, F.6    Den Bogaert, W.V.7    Van Der Schueren, E.8
  • 9
    • 43049179622 scopus 로고    scopus 로고
    • Efficient multilevel brain tumor segmentation with integrated Bayesian model classification
    • 10.1109/TMI.2007.912817
    • J. J. Corso, E. Sharon, S. Dube, S. El-Saden, U. Sinha, and A. Yuille, " Efficient multilevel brain tumor segmentation with integrated Bayesian model classification," IEEE Trans. Med. Imaging 27 (5), 629-640 (2008). 10.1109/TMI.2007.912817
    • (2008) IEEE Trans. Med. Imaging , vol.27 , Issue.5 , pp. 629-640
    • Corso, J.J.1    Sharon, E.2    Dube, S.3    El-Saden, S.4    Sinha, U.5    Yuille, A.6
  • 11
    • 0347252327 scopus 로고    scopus 로고
    • Automatic brain tumor segmentation by subject specific modification of atlas priors
    • 10.1016/S1076-6332(03)00506-3
    • M. Prastawa, E. Bullitt, N. Bullitt, K. V. Leemput, and G. Gerig, " Automatic brain tumor segmentation by subject specific modification of atlas priors," Acad. Radiol. 10, 1341-1348 (2003). 10.1016/S1076-6332(03)00506-3
    • (2003) Acad. Radiol. , vol.10 , pp. 1341-1348
    • Prastawa, M.1    Bullitt, E.2    Bullitt, N.3    Leemput, K.V.4    Gerig, G.5
  • 13
    • 84886675172 scopus 로고    scopus 로고
    • MICCAI 2012 challenge on multimodal brain tumor segmentation
    • Nice, France [available URL:]
    • B. Menze et al., " MICCAI 2012 challenge on multimodal brain tumor segmentation," in Proceedings of the MICCAI-BRATS, Nice, France, 2012 [available URL: http://www2.imm.dtu.dk/projects/BRATS2012/proceedingsBRATS2012. pdf].
    • (2012) Proceedings of the MICCAI-BRATS
    • Menze, B.1
  • 14
    • 84886675172 scopus 로고    scopus 로고
    • MICCAI 2013 challenge on multimodal brain tumor segmentation
    • Nagoya, Japan [available URL:].
    • B. Menze et al., " MICCAI 2013 challenge on multimodal brain tumor segmentation," in Proceedings of the MICCAI-BRATS, Nagoya, Japan, 2013 [available URL: http://martinos.org/qtim/miccai2013/].
    • (2013) Proceedings of the MICCAI-BRATS
    • Menze, B.1
  • 15
    • 82355173220 scopus 로고    scopus 로고
    • Differential MRI analysis for quantification of low grade glioma growth
    • 10.1016/j.media.2011.05.014
    • E. D. Angelini et al., " Differential MRI analysis for quantification of low grade glioma growth," Med. Image Anal. 16 (1), 114-126 (2012). 10.1016/j.media.2011.05.014
    • (2012) Med. Image Anal. , vol.16 , Issue.1 , pp. 114-126
    • Angelini, E.D.1
  • 16
    • 84867890287 scopus 로고    scopus 로고
    • Tracking metastatic brain tumors in longitudinal scans via joint image registration and labeling
    • Lecture Notes in Computer Science Vol., edited by S. Durrleman, T. Fletcher, G. Gerig, and M. Niethammer (Springer, Berlin)
    • N. Chitphakdithai, V. Chiang, and J. Duncan, " Tracking metastatic brain tumors in longitudinal scans via joint image registration and labeling," in Spatio-temporal Image Analysis for Longitudinal and Time-Series Image Data, Lecture Notes in Computer Science Vol. 7570, edited by S. Durrleman, T. Fletcher, G. Gerig, and M. Niethammer (Springer, Berlin, 2012), pp. 124-136.
    • (2012) Spatio-temporal Image Analysis for Longitudinal and Time-Series Image Data , vol.7570 , pp. 124-136
    • Chitphakdithai, N.1    Chiang, V.2    Duncan, J.3
  • 19
    • 73949157513 scopus 로고    scopus 로고
    • Image guided personalization of reaction-diffusion type tumor growth models using modified anisotropic eikonal equations
    • 10.1109/TMI.2009.2026413
    • E. Konukoglu, O. Clatz, B. H. Menze, B. Stieltjes, M. A. Weber, E. Mandonnet, H. Delingette, and N. Ayache, " Image guided personalization of reaction-diffusion type tumor growth models using modified anisotropic eikonal equations," IEEE Trans. Med. Imaging 29 (1), 77-95 (2010). 10.1109/TMI.2009.2026413
    • (2010) IEEE Trans. Med. Imaging , vol.29 , Issue.1 , pp. 77-95
    • Konukoglu, E.1    Clatz, O.2    Menze, B.H.3    Stieltjes, B.4    Weber, M.A.5    Mandonnet, E.6    Delingette, H.7    Ayache, N.8
  • 22
    • 35648990107 scopus 로고    scopus 로고
    • Part 1. Automated change detection and characterization in serial MR studies of brain tumor patients
    • 10.1007/s10278-006-1038-1
    • J. W. Patriarche and B. J. Erickson, " Part 1. Automated change detection and characterization in serial MR studies of brain tumor patients," J. Digit. Imaging 20 (3), 203-222 (2007). 10.1007/s10278-006- 1038-1
    • (2007) J. Digit. Imaging , vol.20 , Issue.3 , pp. 203-222
    • Patriarche, J.W.1    Erickson, B.J.2
  • 23
    • 79951769309 scopus 로고    scopus 로고
    • A new metric for detecting change in slowly evolving brain tumors: Validation in meningioma patients
    • 10.1227/NEU.0b013e31820783d5
    • K. M. Pohl, E. Konukoglu, S. Novellas, N. Ayache, A. Fedorov, I.-F. Talos, A. Golby, W. M. Wells, R. Kikinis, and P. M. Black, " A new metric for detecting change in slowly evolving brain tumors: Validation in meningioma patients," Neurosurgery 68 (1 Suppl Operative), 225-233 (2011). 10.1227/NEU.0b013e31820783d5
    • (2011) Neurosurgery , vol.68 , Issue.1 SUPPL OPERATIVE , pp. 225-233
    • Pohl, K.M.1    Konukoglu, E.2    Novellas, S.3    Ayache, N.4    Fedorov, A.5    Talos, I.-F.6    Golby, A.7    Wells, W.M.8    Kikinis, R.9    Black, P.M.10
  • 24
    • 77954621951 scopus 로고    scopus 로고
    • Segmentation of image ensembles via latent atlases
    • 10.1016/j.media.2010.05.004
    • T. Riklin-Raviv, K. V. Leemput, B. H. Menze, W. M. Wells, and P. Golland, " Segmentation of image ensembles via latent atlases," Med. Image Anal. 14 (5), 654-665 (2010). 10.1016/j.media.2010.05.004
    • (2010) Med. Image Anal. , vol.14 , Issue.5 , pp. 654-665
    • Riklin-Raviv, T.1    Leemput, K.V.2    Menze, B.H.3    Wells, W.M.4    Golland, P.5
  • 26
    • 0033752019 scopus 로고    scopus 로고
    • A quantitative model for differential motility of gliomas in grey and white matter
    • 10.1046/j.1365-2184.2000.00177.x
    • K. R. Swanson, E. C. Alvord Jr., and J. Murray, " A quantitative model for differential motility of gliomas in grey and white matter," Cell Proliferation 33 (5), 317-329 (2000). 10.1046/j.1365-2184.2000.00177.x
    • (2000) Cell Proliferation , vol.33 , Issue.5 , pp. 317-329
    • Swanson, K.R.1    Alvord, Jr.E.C.2    Murray, J.3
  • 27
    • 84862812728 scopus 로고    scopus 로고
    • Measuring longitudinal change in the hippocampal formation from in vivo high-resolution T2-weighted MRI
    • 10.1016/j.neuroimage.2012.01.098
    • S. R. Das, B. B. Avants, J. Pluta, H. Wang, J. W. Suh, M. W. Weiner, S. G. Mueller, and P. A. Yushkevich, " Measuring longitudinal change in the hippocampal formation from in vivo high-resolution T2-weighted MRI," NeuroImage 60 (2), 1266-1279 (2012). 10.1016/j.neuroimage.2012.01.098
    • (2012) NeuroImage , vol.60 , Issue.2 , pp. 1266-1279
    • Das, S.R.1    Avants, B.B.2    Pluta, J.3    Wang, H.4    Suh, J.W.5    Weiner, M.W.6    Mueller, S.G.7    Yushkevich, P.A.8
  • 28
    • 80855128889 scopus 로고    scopus 로고
    • Automated temporal tracking and segmentation of lymphoma on serial CT examinations
    • 10.1118/1.3643027
    • J. Xu, H. Greenspan, S. Napel, and D. L. Rubin, " Automated temporal tracking and segmentation of lymphoma on serial CT examinations," Med. Phys. 38 (11), 5879-5886 (2011). 10.1118/1.3643027
    • (2011) Med. Phys. , vol.38 , Issue.11 , pp. 5879-5886
    • Xu, J.1    Greenspan, H.2    Napel, S.3    Rubin, D.L.4
  • 29
    • 84870014716 scopus 로고    scopus 로고
    • Statistical analysis of longitudinal neuroimage data with linear mixed effects models
    • 10.1016/j.neuroimage.2012.10.065
    • J. L. Bernal-Rusiel, D. N. Greve, M. Reuter, B. Fischl, and M. R. Sabuncu, " Statistical analysis of longitudinal neuroimage data with linear mixed effects models," NeuroImage 66, 249-260 (2013). 10.1016/j. neuroimage.2012.10.065
    • (2013) NeuroImage , vol.66 , pp. 249-260
    • Bernal-Rusiel, J.L.1    Greve, D.N.2    Reuter, M.3    Fischl, B.4    Sabuncu, M.R.5
  • 30
    • 73149086838 scopus 로고    scopus 로고
    • Classification of brain tumor type and grade using MRI texture and shape in a machine learning scheme
    • 10.1002/mrm.22147
    • E. I. Zacharaki, S. Wang, S. Chawla, D. S. Yoo, R. Wolf, E. R. Melhem, and C. Davatzikos, " Classification of brain tumor type and grade using MRI texture and shape in a machine learning scheme," Magn. Reson. Med. 62 (6), 1609-1618 (2009). 10.1002/mrm.22147
    • (2009) Magn. Reson. Med. , vol.62 , Issue.6 , pp. 1609-1618
    • Zacharaki, E.I.1    Wang, S.2    Chawla, S.3    Yoo, D.S.4    Wolf, R.5    Melhem, E.R.6    Davatzikos, C.7
  • 31
    • 2442688878 scopus 로고    scopus 로고
    • The dilemma of low grade glioma
    • I. Whittle, " The dilemma of low grade glioma," J. Neurol., Neurosurg. Psychiatry 75 (suppl 2), ii31-ii36 (2004).
    • (2004) J. Neurol., Neurosurg. Psychiatry , vol.75 , Issue.SUPPL. 2
    • Whittle, I.1
  • 33
    • 82355173314 scopus 로고    scopus 로고
    • Automatic segmentation, internal classification, and follow-up of optic pathway gliomas in MRI
    • 10.1016/j.media.2011.07.001
    • L. Weizman, L. Ben-Sira, L. Joskowicz, S. Constantini, R. Precel, and D. Ben-Bashat, " Automatic segmentation, internal classification, and follow-up of optic pathway gliomas in MRI," Med. Image Anal. 16 (1), 177-188 (2012). 10.1016/j.media.2011.07.001
    • (2012) Med. Image Anal. , vol.16 , Issue.1 , pp. 177-188
    • Weizman, L.1    Ben-Sira, L.2    Joskowicz, L.3    Constantini, S.4    Precel, R.5    Ben-Bashat, D.6
  • 37
    • 0017953820 scopus 로고
    • A cluster separation measure
    • 10.1109/TPAMI.1979.4766909
    • D. L. Davies and D. W. Bouldin, " A cluster separation measure," IEEE Trans. Pattern Anal. Mach. Intell. PAMI-1 (2), 224-227 (1979). 10.1109/TPAMI.1979.4766909
    • (1979) IEEE Trans. Pattern Anal. Mach. Intell. , vol.1 , Issue.2 , pp. 224-227
    • Davies, D.L.1    Bouldin, D.W.2
  • 39
    • 4444333897 scopus 로고    scopus 로고
    • A brain tumor segmentation framework based on outlier detection
    • 10.1016/j.media.2004.06.007
    • M. Prastawa, S. Ho, and G. Gerig, " A brain tumor segmentation framework based on outlier detection," Med. Image Anal. J. 8 (3), 275-283 (2004). 10.1016/j.media.2004.06.007
    • (2004) Med. Image Anal. J. , vol.8 , Issue.3 , pp. 275-283
    • Prastawa, M.1    Ho, S.2    Gerig, G.3
  • 40
    • 85029550455 scopus 로고    scopus 로고
    • Diagnostic and treatment principles for low grade glioma of childhood and adolescence
    • Vancouver, BC, Canada, 2005 (International Society of Paediatric Oncology, Vancouver)
    • A. K. Gnekow and D. A. Walker, " Diagnostic and treatment principles for low grade glioma of childhood and adolescence," in Proceedings of the 37th Congress of the SIOP, Vancouver, BC, Canada, 2005 (International Society of Paediatric Oncology, Vancouver, 2005), pp. 117-122.
    • (2005) Proceedings of the 37th Congress of the SIOP , pp. 117-122
    • Gnekow, A.K.1    Walker, D.A.2
  • 44
    • 84952503562 scopus 로고
    • Thirteen ways to look at the correlation coefficient
    • 10.2307/2685263
    • J. L. Rodgers and W. A. Nicewnader, " Thirteen ways to look at the correlation coefficient," Am. Stat. 42 (1), 59-66 (1988). 10.2307/2685263
    • (1988) Am. Stat. , vol.42 , Issue.1 , pp. 59-66
    • Rodgers, J.L.1    Nicewnader, W.A.2
  • 46
    • 54449096064 scopus 로고    scopus 로고
    • Unifying framework for multimodal brain MRI segmentation based on hidden Markov chains
    • 10.1016/j.media.2008.03.001
    • S. Bricq, C. Collet, and J. Armspach, " Unifying framework for multimodal brain MRI segmentation based on hidden Markov chains," Med. Image Anal. 12 (6), 639-652 (2008). 10.1016/j.media.2008.03.001
    • (2008) Med. Image Anal. , vol.12 , Issue.6 , pp. 639-652
    • Bricq, S.1    Collet, C.2    Armspach, J.3
  • 47
    • 77952291868 scopus 로고    scopus 로고
    • Brain MRI tissue classification based on local Markov random fields
    • 10.1016/j.mri.2009.12.012
    • J. Tohka, I. D. Dinov, D. W. Shattuck, and A. W. Toga, " Brain MRI tissue classification based on local Markov random fields," Magn. Reson. Imaging 28 (4), 557-573 (2010). 10.1016/j.mri.2009.12.012
    • (2010) Magn. Reson. Imaging , vol.28 , Issue.4 , pp. 557-573
    • Tohka, J.1    Dinov, I.D.2    Shattuck, D.W.3    Toga, A.W.4
  • 50
    • 77749264352 scopus 로고    scopus 로고
    • Segmentation of the left ventricle from cardiac MR images using a subject-specific dynamical model
    • 10.1109/TMI.2009.2031063
    • Y. Zhu, X. Papademetris, A. J. Sinusas, and J. S. Duncan, " Segmentation of the left ventricle from cardiac MR images using a subject-specific dynamical model," IEEE Trans. Med. Imaging 29 (3), 669-687 (2010). 10.1109/TMI.2009.2031063
    • (2010) IEEE Trans. Med. Imaging , vol.29 , Issue.3 , pp. 669-687
    • Zhu, Y.1    Papademetris, X.2    Sinusas, A.J.3    Duncan, J.S.4
  • 51
    • 84861414424 scopus 로고    scopus 로고
    • Within-subject template estimation for unbiased longitudinal image analysis
    • 10.1016/j.neuroimage.2012.02.084
    • M. Reuter, N. J. Schmansky, H. D. Rosas, and B. Fischl, " Within-subject template estimation for unbiased longitudinal image analysis," NeuroImage 61 (4), 1402-1418 (2012). 10.1016/j.neuroimage.2012. 02.084
    • (2012) NeuroImage , vol.61 , Issue.4 , pp. 1402-1418
    • Reuter, M.1    Schmansky, N.J.2    Rosas, H.D.3    Fischl, B.4


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.