메뉴 건너뛰기




Volumn 30, Issue 4, 2009, Pages 1310-1327

Evaluation of automated brain MR image segmentation and volumetry methods

Author keywords

Accuracy; Segmentation; Structural MRI; Volumetry

Indexed keywords

ACCURACY; ADULT; AGED; ARTICLE; BRAIN SIZE; CALCULATION; CLINICAL TRIAL; DATA ANALYSIS SOFTWARE; DATA BASE; EVALUATION; FEMALE; GRAY MATTER; HUMAN; IMAGE ANALYSIS; IMAGE PROCESSING; IMAGE QUALITY; IMAGE RECONSTRUCTION; INTERMETHOD COMPARISON; MALE; MEASUREMENT; NEUROIMAGING; NORMAL HUMAN; NUCLEAR MAGNETIC RESONANCE IMAGING; PERFORMANCE; PRIORITY JOURNAL; REFERENCE VALUE; SIMULATION; VOLUMETRY; WHITE MATTER;

EID: 63849340463     PISSN: 10659471     EISSN: None     Source Type: Journal    
DOI: 10.1002/hbm.20599     Document Type: Article
Times cited : (183)

References (70)
  • 1
    • 0344945416 scopus 로고    scopus 로고
    • Segmentation of magnetic resonance brain images through discriminant analysis
    • Amato U, Larobina M, Antoniadis A, Alfano B (2003): Segmentation of magnetic resonance brain images through discriminant analysis. J Neurosci Meth 131:65-74.
    • (2003) J Neurosci Meth , vol.131 , pp. 65-74
    • Amato, U.1    Larobina, M.2    Antoniadis, A.3    Alfano, B.4
  • 3
    • 33746094676 scopus 로고    scopus 로고
    • A new improved version of the realistic digital brain phantom
    • Aubert-Broche B, Collins DL, Evans AC (2006): A new improved version of the realistic digital brain phantom. Neuroimage 32:138-145.
    • (2006) Neuroimage , vol.32 , pp. 138-145
    • Aubert-Broche, B.1    Collins, D.L.2    Evans, A.C.3
  • 4
    • 33750839508 scopus 로고    scopus 로고
    • 20 new digital brain phantoms for creation of validation image data bases
    • Aubert-Broche B, Griffin M, Pike GB, Evans AC, Collins DL (2006): 20 new digital brain phantoms for creation of validation image data bases. IEEE TMI 25:1410-1416.
    • (2006) IEEE TMI , vol.25 , pp. 1410-1416
    • Aubert-Broche, B.1    Griffin, M.2    Pike, G.B.3    Evans, A.C.4    Collins, D.L.5
  • 5
    • 33749625226 scopus 로고    scopus 로고
    • Measurements of the amygdala and hippocampus in pathologically confirmed Alzheimer disease and frontotemporal lobar degeneration
    • Barnes J, Whitwell JL, Frost C, Josephs KA, Rossor M, Fox NC (2006): Measurements of the amygdala and hippocampus in pathologically confirmed Alzheimer disease and frontotemporal lobar degeneration. Arch Neurol 63:1434-1439.
    • (2006) Arch Neurol , vol.63 , pp. 1434-1439
    • Barnes, J.1    Whitwell, J.L.2    Frost, C.3    Josephs, K.A.4    Rossor, M.5    Fox, N.C.6
  • 6
    • 0035384864 scopus 로고    scopus 로고
    • Automatic segmentation of subcortical brain structures in MR images using information fusion
    • Barra V, Boire JY (2001): Automatic segmentation of subcortical brain structures in MR images using information fusion. IEEE Trans Med Imaging 20:549-558.
    • (2001) IEEE Trans Med Imaging , vol.20 , pp. 549-558
    • Barra, V.1    Boire, J.Y.2
  • 7
    • 0027275316 scopus 로고
    • Review of MR image segmentation techniques using pattern recognition
    • Bezdek JC, Hall LO, Clarke LP (1993): Review of MR image segmentation techniques using pattern recognition. Med Phys 20:1033-1048.
    • (1993) Med Phys , vol.20 , pp. 1033-1048
    • Bezdek, J.C.1    Hall, L.O.2    Clarke, L.P.3
  • 9
    • 4444363271 scopus 로고    scopus 로고
    • GIST: An interactive, GPU-based level set segmentation tool for 3D medical images
    • Cates JE, Lefohn AE, Whitaker RT (2004): GIST: An interactive, GPU-based level set segmentation tool for 3D medical images. Med Image Anal 8:217-231.
    • (2004) Med Image Anal , vol.8 , pp. 217-231
    • Cates, J.E.1    Lefohn, A.E.2    Whitaker, R.T.3
  • 10
    • 33747732834 scopus 로고    scopus 로고
    • Structural changes in patients with primary generalized tonic and clonic seizures
    • Ciumas C, Savic I (2006): Structural changes in patients with primary generalized tonic and clonic seizures. Neurology 67:683-686.
    • (2006) Neurology , vol.67 , pp. 683-686
    • Ciumas, C.1    Savic, I.2
  • 11
    • 0036189546 scopus 로고    scopus 로고
    • The reproducibility and sensitivity of brain tissue volume measurements derived from an SPM-based segmentation methodology
    • Chard DT, Parker GJ, Griffin CM, Thompson AJ, Miller DH (2002): The reproducibility and sensitivity of brain tissue volume measurements derived from an SPM-based segmentation methodology. J Magn Reson Imaging 15:259-267.
    • (2002) J Magn Reson Imaging , vol.15 , pp. 259-267
    • Chard, D.T.1    Parker, G.J.2    Griffin, C.M.3    Thompson, A.J.4    Miller, D.H.5
  • 12
    • 29244473829 scopus 로고    scopus 로고
    • Impact of acquisition protocols and processing streams on tissue segmentation of T1 weighted MR images
    • Clark KA, Woods RP, Rottenberg DA, Toga AW, Mazziotta JC (2006): Impact of acquisition protocols and processing streams on tissue segmentation of T1 weighted MR images. Neuroimage 29:185-202.
    • (2006) Neuroimage , vol.29 , pp. 185-202
    • Clark, K.A.1    Woods, R.P.2    Rottenberg, D.A.3    Toga, A.W.4    Mazziotta, J.C.5
  • 13
    • 21544432712 scopus 로고    scopus 로고
    • Brain Web: Online interface to a 3D MRI simulated brain database
    • Cocosco CA, Kollokian V, Kwan RK, Evans AC (1997): Brain Web: Online interface to a 3D MRI simulated brain database. Neuroimage 5:425.
    • (1997) Neuroimage , vol.5 , pp. 425
    • Cocosco, C.A.1    Kollokian, V.2    Kwan, R.K.3    Evans, A.C.4
  • 15
    • 20444464006 scopus 로고    scopus 로고
    • Clinical deficits correlate with regional cerebral atrophy in progressive supranuclear palsy
    • Cordato NJ, Duggins AJ, Halliday GM, Morris JG, Pantelis C (2005): Clinical deficits correlate with regional cerebral atrophy in progressive supranuclear palsy. Brain 128 (Part 6):1259-1266.
    • (2005) Brain , vol.128 , Issue.PART 6 , pp. 1259-1266
    • Cordato, N.J.1    Duggins, A.J.2    Halliday, G.M.3    Morris, J.G.4    Pantelis, C.5
  • 16
    • 23944482386 scopus 로고    scopus 로고
    • Differential brain growth in the infant born preterm: Current knowledge and future developments from brain imaging
    • Counsell SJ, Boardman JP (2005): Differential brain growth in the infant born preterm: Current knowledge and future developments from brain imaging. Semin Fetal Neonatal Med 10:403-410.
    • (2005) Semin Fetal Neonatal Med , vol.10 , pp. 403-410
    • Counsell, S.J.1    Boardman, J.P.2
  • 17
    • 29144517748 scopus 로고    scopus 로고
    • Comparison and validation of tissue modelization and statistical classification methods in T1-weighted MR brain images
    • Cuadra MB, Cammoun L, Butz T, Cuisenaire O, Thiran JP (2005): Comparison and validation of tissue modelization and statistical classification methods in T1-weighted MR brain images. IEEE Trans Med Imaging 24:1548-1565.
    • (2005) IEEE Trans Med Imaging , vol.24 , pp. 1548-1565
    • Cuadra, M.B.1    Cammoun, L.2    Butz, T.3    Cuisenaire, O.4    Thiran, J.P.5
  • 18
    • 0032769093 scopus 로고    scopus 로고
    • Cortical surface-based analysis I: Segmentation and surface reconstruction
    • Dale AM, Fischl B, Sereno MI (1999): Cortical surface-based analysis I: Segmentation and surface reconstruction. Neuroimage 9:179-194.
    • (1999) Neuroimage , vol.9 , pp. 179-194
    • Dale, A.M.1    Fischl, B.2    Sereno, M.I.3
  • 19
    • 19544384397 scopus 로고    scopus 로고
    • An adaptive level set method for interactive segmentation of intracranial tumors
    • Droske M, Meyer B, Rumpf M, Schaller C (2005): An adaptive level set method for interactive segmentation of intracranial tumors. Neurol Res 27:363-370.
    • (2005) Neurol Res , vol.27 , pp. 363-370
    • Droske, M.1    Meyer, B.2    Rumpf, M.3    Schaller, C.4
  • 22
    • 0032799993 scopus 로고    scopus 로고
    • Cortical surface-based analysis II: Inflation, flattening, and a surface-based coordinate system
    • Fischl B, Sereno MI, Dale AM (1999): Cortical surface-based analysis II: Inflation, flattening, and a surface-based coordinate system. Neuroimage 9:195-207.
    • (1999) Neuroimage , vol.9 , pp. 195-207
    • Fischl, B.1    Sereno, M.I.2    Dale, A.M.3
  • 26
    • 15244360529 scopus 로고    scopus 로고
    • Normative estimates of cross-sectional and longitudinal brain volume decline in aging and AD
    • Fotenos AF, Snyder AZ, Girton LE, Morris JC, Buckner RL (2005): Normative estimates of cross-sectional and longitudinal brain volume decline in aging and AD. Neurology 64:1032-1039.
    • (2005) Neurology , vol.64 , pp. 1032-1039
    • Fotenos, A.F.1    Snyder, A.Z.2    Girton, L.E.3    Morris, J.C.4    Buckner, R.L.5
  • 27
    • 7444227503 scopus 로고    scopus 로고
    • Mapping IQ and gray matter density in healthy young people
    • Frangou S, Chitins X, Williams SC (2004): Mapping IQ and gray matter density in healthy young people. Neuroimage 3:800-805.
    • (2004) Neuroimage , vol.3 , pp. 800-805
    • Frangou, S.1    Chitins, X.2    Williams, S.C.3
  • 29
    • 0033652634 scopus 로고    scopus 로고
    • Validation of partial tissue segmentation of single-channel magnetic resonance images of the brain
    • Grabowski TJ, Frank RJ, Szumski NR, Brown CK, Damasio H (2000): Validation of partial tissue segmentation of single-channel magnetic resonance images of the brain. Neuroimage 12:640-656.
    • (2000) Neuroimage , vol.12 , pp. 640-656
    • Grabowski, T.J.1    Frank, R.J.2    Szumski, N.R.3    Brown, C.K.4    Damasio, H.5
  • 31
    • 33748123943 scopus 로고    scopus 로고
    • Constrained Gaussian mixture model framework for automatic segmentation of MR brain images
    • Greenspan H, Ruf A, Goldberger J (2006): Constrained Gaussian mixture model framework for automatic segmentation of MR brain images. IEEE Trans Med Imaging 25:1233-1245.
    • (2006) IEEE Trans Med Imaging , vol.25 , pp. 1233-1245
    • Greenspan, H.1    Ruf, A.2    Goldberger, J.3
  • 32
    • 0033048340 scopus 로고    scopus 로고
    • Improving tissue classification in MRI: A three-dimensional multispectral discriminant analysis method with automated training class selection
    • Harris G, Andreasen NC, Cizadlo T, Bailey JM, Bockholt HJ, Magnotta VA, Arndt S (1999): Improving tissue classification in MRI: A three-dimensional multispectral discriminant analysis method with automated training class selection. J Comput Assist Tomogr 23:144-154.
    • (1999) J Comput Assist Tomogr , vol.23 , pp. 144-154
    • Harris, G.1    Andreasen, N.C.2    Cizadlo, T.3    Bailey, J.M.4    Bockholt, H.J.5    Magnotta, V.A.6    Arndt, S.7
  • 33
    • 33748784605 scopus 로고    scopus 로고
    • Automatic anatomical brain MRI segmentation combining label propagation and decision fusion
    • Heckemann RA, Hajnal JV, Aljabar P, Rueckert D, Hammers A (2006): Automatic anatomical brain MRI segmentation combining label propagation and decision fusion. Neuroimage 33:115-126.
    • (2006) Neuroimage , vol.33 , pp. 115-126
    • Heckemann, R.A.1    Hajnal, J.V.2    Aljabar, P.3    Rueckert, D.4    Hammers, A.5
  • 35
    • 28444491442 scopus 로고    scopus 로고
    • Regional deficits in brain volume in schizophrenia: A meta-analysis of voxelbased morphometry studies
    • Honea R, Crow TJ, Passingham D, Mackay CE (2005): Regional deficits in brain volume in schizophrenia: A meta-analysis of voxelbased morphometry studies. Am J Psychiatry 162:2233-2245.
    • (2005) Am J Psychiatry , vol.162 , pp. 2233-2245
    • Honea, R.1    Crow, T.J.2    Passingham, D.3    Mackay, C.E.4
  • 36
    • 0036426996 scopus 로고    scopus 로고
    • Structural gray matter differences between firstepisode schizophrenics and normal controls using voxel-based morphometry
    • Job DE, Whalley HC, McConnell S, Glabus M, Johnstone EC, Lawrie SM (2002): Structural gray matter differences between firstepisode schizophrenics and normal controls using voxel-based morphometry. Neuroimage 17:880-889.
    • (2002) Neuroimage , vol.17 , pp. 880-889
    • Job, D.E.1    Whalley, H.C.2    McConnell, S.3    Glabus, M.4    Johnstone, E.C.5    Lawrie, S.M.6
  • 37
    • 2942709839 scopus 로고    scopus 로고
    • Multivariate statistical model for 3D image segmentation with application to medical images
    • John NM, Kabuka MR, Ibrahim MO (2003): Multivariate statistical model for 3D image segmentation with application to medical images. J Digit Imaging 16:365-377.
    • (2003) J Digit Imaging , vol.16 , pp. 365-377
    • John, N.M.1    Kabuka, M.R.2    Ibrahim, M.O.3
  • 38
    • 22044448620 scopus 로고    scopus 로고
    • Automated 3-D extraction and evaluation of the inner and outer cortical surfaces using a Laplacian map and partial volume effect classification
    • Kim JS, Singh V, Lee JK, Lerch J, Ad-Dab'bagh Y, MacDonald D, Lee JM, Kim SI, Evans AC (2005): Automated 3-D extraction and evaluation of the inner and outer cortical surfaces using a Laplacian map and partial volume effect classification. Neuroimage 27:210-221.
    • (2005) Neuroimage , vol.27 , pp. 210-221
    • Kim, J.S.1    Singh, V.2    Lee, J.K.3    Lerch, J.4    Ad-Dab'bagh, Y.5    MacDonald, D.6    Lee, J.M.7    Kim, S.I.8    Evans, A.C.9
  • 40
    • 0033233097 scopus 로고    scopus 로고
    • MRI simulation-based evaluation of image-processing and classification methods
    • Kwan RK, Evans AC, Pike GB (1999): MRI simulation-based evaluation of image-processing and classification methods. IEEE Trans Med Imaging 18:1085-1097.
    • (1999) IEEE Trans Med Imaging , vol.18 , pp. 1085-1097
    • Kwan, R.K.1    Evans, A.C.2    Pike, G.B.3
  • 41
    • 0037406498 scopus 로고    scopus 로고
    • Automatic segmentation of the brain and intracranial cerebral spinal fluid in-weighted volume MRI scans of the head, and its application to serial cerebral and intracranial volumetry
    • Lemieux L, Hammers A, Mackinnon T, Liu RSN (2003): Automatic segmentation of the brain and intracranial cerebral spinal fluid in-weighted volume MRI scans of the head, and its application to serial cerebral and intracranial volumetry. Magn Reson Imaging 49:872-884.
    • (2003) Magn Reson Imaging , vol.49 , pp. 872-884
    • Lemieux, L.1    Hammers, A.2    Mackinnon, T.3    Liu, R.S.N.4
  • 43
    • 33646013275 scopus 로고    scopus 로고
    • A binary level set model and some applications to Mumford-Shah image segmentation
    • Lie J, Lysaker M, Tai XC (2006): A binary level set model and some applications to Mumford-Shah image segmentation. IEEE Trans Image Process 15:1171-1181.
    • (2006) IEEE Trans Image Process , vol.15 , pp. 1171-1181
    • Lie, J.1    Lysaker, M.2    Tai, X.C.3
  • 44
    • 0037016142 scopus 로고    scopus 로고
    • Brain size and grey matter volume in the healthy human brain
    • Lüders E, Steinmetz H, Jäncke L (2002): Brain size and grey matter volume in the healthy human brain. Neuroreport 13:2371-2374.
    • (2002) Neuroreport , vol.13 , pp. 2371-2374
    • Lüders, E.1    Steinmetz, H.2    Jäncke, L.3
  • 45
    • 0034203715 scopus 로고    scopus 로고
    • Volume distribution of cerebrospinal fluid using multispectral MR imaging
    • Lundervold A, Taxt T, Ersland L, Fenstad AM (2000): Volume distribution of cerebrospinal fluid using multispectral MR imaging. Med Image Anal 4:123-136.
    • (2000) Med Image Anal , vol.4 , pp. 123-136
    • Lundervold, A.1    Taxt, T.2    Ersland, L.3    Fenstad, A.M.4
  • 46
    • 33748910620 scopus 로고    scopus 로고
    • Measurement of signal-to-noise and contrast-to-noise in the fBIRN multicenter imaging study
    • Magnotta VA, Friedman L, FIRST BIRN (2006): Measurement of signal-to-noise and contrast-to-noise in the fBIRN multicenter imaging study. J Digit Imaging 2:140-147.
    • (2006) J Digit Imaging , vol.2 , pp. 140-147
    • Magnotta, V.A.1    Friedman, L.2    FIRST, B.I.R.N.3
  • 48
    • 33747400567 scopus 로고    scopus 로고
    • Evidence that brain tissue volumes are associated with HVA reactivity to metabolic stress in schizophrenia
    • Marcelis M, Suckling J, Hofman P, Woodruff P, Bullmore E, van Os J (2006): Evidence that brain tissue volumes are associated with HVA reactivity to metabolic stress in schizophrenia, Schizophr Res 86:45-53.
    • (2006) Schizophr Res , vol.86 , pp. 45-53
    • Marcelis, M.1    Suckling, J.2    Hofman, P.3    Woodruff, P.4    Bullmore, E.5    van Os, J.6
  • 51
    • 0034567216 scopus 로고    scopus 로고
    • Phantom-based performance evaluation: Application to brain segmentation from magnetic resonance images
    • Moretti B, Fadili LM, Ruan S, Bloyet N, Mazoyer B (2000): Phantom-based performance evaluation: Application to brain segmentation from magnetic resonance images. Med Image Anal 4:303-316.
    • (2000) Med Image Anal , vol.4 , pp. 303-316
    • Moretti, B.1    Fadili, L.M.2    Ruan, S.3    Bloyet, N.4    Mazoyer, B.5
  • 54
    • 0034575445 scopus 로고    scopus 로고
    • Current methods in medical image segmentation
    • Pham DL, Xu C, Prince JL (2000): Current methods in medical image segmentation. Ann Rev Biomed Eng 2:315-337.
    • (2000) Ann Rev Biomed Eng , vol.2 , pp. 315-337
    • Pham, D.L.1    Xu, C.2    Prince, J.L.3
  • 55
    • 3042692091 scopus 로고    scopus 로고
    • Putting our heads together: A consensus approach to brain/non-brain segmentation in T1-weighted MR volumes
    • Rehm K, Schaper K, Anderson J, Woods R, Stoltzner S, Rottenberg D (2004): Putting our heads together: A consensus approach to brain/non-brain segmentation in T1-weighted MR volumes. Neuroimage 22:1262-1270.
    • (2004) Neuroimage , vol.22 , pp. 1262-1270
    • Rehm, K.1    Schaper, K.2    Anderson, J.3    Woods, R.4    Stoltzner, S.5    Rottenberg, D.6
  • 57
    • 0031927363 scopus 로고    scopus 로고
    • Magnetic resonance image segmentation using pattern recognition, and applied to image registration and quantitation
    • Saeed N (1998): Magnetic resonance image segmentation using pattern recognition, and applied to image registration and quantitation. NMR Biomed 11:157-167.
    • (1998) NMR Biomed , vol.11 , pp. 157-167
    • Saeed, N.1
  • 58
    • 33747187744 scopus 로고    scopus 로고
    • Regional gray matter atrophy in early primary progressive multiple sclerosis: A voxel-based morphometry study
    • Sepulcre J, Sastre-Garriga J, Cercignani M, Ingle GT, Miller DH, Thompson AJ (2006): Regional gray matter atrophy in early primary progressive multiple sclerosis: A voxel-based morphometry study. Arch Neurol 8:1175-1180.
    • (2006) Arch Neurol , vol.8 , pp. 1175-1180
    • Sepulcre, J.1    Sastre-Garriga, J.2    Cercignani, M.3    Ingle, G.T.4    Miller, D.H.5    Thompson, A.J.6
  • 62
    • 0028497967 scopus 로고
    • Multispectral analysis of the brain using magnetic resonance imaging
    • Taxt T, Lundervold A (1994): Multispectral analysis of the brain using magnetic resonance imaging. IEEE Trans Med Imag 13:470-481.
    • (1994) IEEE Trans Med Imag , vol.13 , pp. 470-481
    • Taxt, T.1    Lundervold, A.2
  • 63
  • 66
    • 0036227077 scopus 로고    scopus 로고
    • MR image-based measurement of rates of change in volumes of brain structures. I. Method and validation
    • Wang D, Doddrell DM (2002): MR image-based measurement of rates of change in volumes of brain structures. I. Method and validation. Magn Reson Imaging 20:27-40.
    • (2002) Magn Reson Imaging , vol.20 , pp. 27-40
    • Wang, D.1    Doddrell, D.M.2
  • 67
    • 1942438249 scopus 로고    scopus 로고
    • Simultaneous truth and performance level estimation (STAPLE): An algorithm for the validation of image segmentation
    • Warfield SK, Zou KH, Wells WM (2004): Simultaneous truth and performance level estimation (STAPLE): An algorithm for the validation of image segmentation. IEEE Trans Med Imaging 23:903-921.
    • (2004) IEEE Trans Med Imaging , vol.23 , pp. 903-921
    • Warfield, S.K.1    Zou, K.H.2    Wells, W.M.3
  • 68
    • 33748329435 scopus 로고    scopus 로고
    • Comparative assessment of statistical brain MR image segmentation algorithms and their impact on partial volume correction in PET
    • Zaidi H, Ruest T, Schoenahl F, Montandon ML (2006): Comparative assessment of statistical brain MR image segmentation algorithms and their impact on partial volume correction in PET. Neuroimage 32:1591-1607.
    • (2006) Neuroimage , vol.32 , pp. 1591-1607
    • Zaidi, H.1    Ruest, T.2    Schoenahl, F.3    Montandon, M.L.4
  • 69
    • 0034745001 scopus 로고    scopus 로고
    • Segmentation of brain MR images through a hidden Markov random field model and the expectation maximization algorithm
    • Zhang Y, Brady M, Smith S (2001): Segmentation of brain MR images through a hidden Markov random field model and the expectation maximization algorithm. IEEE Trans Med Imaging 20:45-57.
    • (2001) IEEE Trans Med Imaging , vol.20 , pp. 45-57
    • Zhang, Y.1    Brady, M.2    Smith, S.3
  • 70
    • 0028686711 scopus 로고
    • Brain segmentation and white matter lesion detection in MR images
    • Zijdenbos AP, Dawant BM (1994): Brain segmentation and white matter lesion detection in MR images. Crit Rev Biomed Eng 22:401-465.
    • (1994) Crit Rev Biomed Eng , vol.22 , pp. 401-465
    • Zijdenbos, A.P.1    Dawant, B.M.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.