메뉴 건너뛰기




Volumn 47, Issue 1, 2009, Pages 122-135

Performance measure characterization for evaluating neuroimage segmentation algorithms

Author keywords

Accuracy; Conformity; Dice; Evaluation; Jaccard; Precision; Segmentation; Sensibility; Sensitivity; Specificity; Tanimoto

Indexed keywords

ALGORITHM; ARTICLE; CONTROLLED STUDY; NEUROANATOMY; NEUROIMAGING; PERFORMANCE MEASUREMENT SYSTEM; PRIORITY JOURNAL; SCORING SYSTEM; SENSIBILITY; SENSITIVITY AND SPECIFICITY; SIMULATION; STANDARD; STRUCTURE ANALYSIS;

EID: 67349140939     PISSN: 10538119     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.neuroimage.2009.03.068     Document Type: Article
Times cited : (241)

References (46)
  • 1
    • 23144451082 scopus 로고    scopus 로고
    • Automated segmentation of neuroanatomical structures in multispectral MR microscopy of the mouse brain
    • Ali A.A., Dale A.M., Badea A., and Johnson G.A. Automated segmentation of neuroanatomical structures in multispectral MR microscopy of the mouse brain. NeuroImage 27 2 (2005) 425-435
    • (2005) NeuroImage , vol.27 , Issue.2 , pp. 425-435
    • Ali, A.A.1    Dale, A.M.2    Badea, A.3    Johnson, G.A.4
  • 2
    • 20444501009 scopus 로고    scopus 로고
    • Unified segmentation
    • Ashburner J., and Friston K.J. Unified segmentation. NeuroImage 26 3 (2005) 839-851
    • (2005) NeuroImage , vol.26 , Issue.3 , pp. 839-851
    • Ashburner, J.1    Friston, K.J.2
  • 3
    • 84908219488 scopus 로고
    • Statistical methods for assessing agreement between two methods of clinical measurement
    • Bland J.M., and Altman D.G. Statistical methods for assessing agreement between two methods of clinical measurement. Lancet 1 8476 (1986) 307-310
    • (1986) Lancet , vol.1 , Issue.8476 , pp. 307-310
    • Bland, J.M.1    Altman, D.G.2
  • 4
    • 34249767150 scopus 로고
    • A geometric model for active contours in image processing
    • Caselles V., Catte F., Coll T., and Dibos F. A geometric model for active contours in image processing. Numer. Math. 66 (1993) 1-31
    • (1993) Numer. Math. , vol.66 , pp. 1-31
    • Caselles, V.1    Catte, F.2    Coll, T.3    Dibos, F.4
  • 5
    • 0031240184 scopus 로고    scopus 로고
    • A methodology for evaluation of boundary detection algorithms on medical images
    • Chalana V., and Kim Y. A methodology for evaluation of boundary detection algorithms on medical images. IEEE Trans. Med. Imag. 16 5 (1997) 642-652
    • (1997) IEEE Trans. Med. Imag. , vol.16 , Issue.5 , pp. 642-652
    • Chalana, V.1    Kim, Y.2
  • 9
    • 33750843927 scopus 로고    scopus 로고
    • Generalized overlap measures for evaluation and validation in medical image analysis
    • Crum W.R., Camara O., and Hill D.L. Generalized overlap measures for evaluation and validation in medical image analysis. IEEE Trans. Med. Imag. 25 11 (2006) 1451-1461
    • (2006) IEEE Trans. Med. Imag. , vol.25 , Issue.11 , pp. 1451-1461
    • Crum, W.R.1    Camara, O.2    Hill, D.L.3
  • 10
    • 0033201364 scopus 로고    scopus 로고
    • Automatic 3-D segmentation of internal structures of the head in MR images using a combination of similarity and free-form transformations: Part I, methodology and validation on normal subjects
    • Dawant B.M., Hartmann S.L., Thirion J.-P., Maes F., Vandermeulen D., and Demaerel P. Automatic 3-D segmentation of internal structures of the head in MR images using a combination of similarity and free-form transformations: Part I, methodology and validation on normal subjects. IEEE Trans. Med. Imag. 18 10 (1999) 909-916
    • (1999) IEEE Trans. Med. Imag. , vol.18 , Issue.10 , pp. 909-916
    • Dawant, B.M.1    Hartmann, S.L.2    Thirion, J.-P.3    Maes, F.4    Vandermeulen, D.5    Demaerel, P.6
  • 11
    • 0000250265 scopus 로고
    • Measures of the amount of ecologic association between species
    • Dice L.R. Measures of the amount of ecologic association between species. Ecology 26 3 (1945) 297-302
    • (1945) Ecology , vol.26 , Issue.3 , pp. 297-302
    • Dice, L.R.1
  • 12
    • 28744453924 scopus 로고    scopus 로고
    • Segmentation of skull and scalp in 3-D human MRI using mathematical morphology
    • Dogdas B., Shattuck D.W., and Leahy R.M. Segmentation of skull and scalp in 3-D human MRI using mathematical morphology. Hum. Brain Mapp. 26 4 (2005) 273-285
    • (2005) Hum. Brain Mapp. , vol.26 , Issue.4 , pp. 273-285
    • Dogdas, B.1    Shattuck, D.W.2    Leahy, R.M.3
  • 13
    • 0036189661 scopus 로고    scopus 로고
    • Interval estimation for a difference between intraclass kappa statistics
    • Donner A., and Zou G. Interval estimation for a difference between intraclass kappa statistics. Biometrics 58 1 (2002) 209-215
    • (2002) Biometrics , vol.58 , Issue.1 , pp. 209-215
    • Donner, A.1    Zou, G.2
  • 15
    • 33846897811 scopus 로고    scopus 로고
    • Evaluation of segmentation algorithms for medical imaging
    • Fenster A., and Chiu B. Evaluation of segmentation algorithms for medical imaging. Conf. Proc. IEEE Eng. Med. Biol. Soc. 7 (2005) 7186-7189
    • (2005) Conf. Proc. IEEE Eng. Med. Biol. Soc. , vol.7 , pp. 7186-7189
    • Fenster, A.1    Chiu, B.2
  • 16
    • 0034074560 scopus 로고    scopus 로고
    • Lesion segmentation and manual warping to a reference brain: intra- and interobserver reliability
    • Fiez J.A., Damasio H., and Grabowski T.J. Lesion segmentation and manual warping to a reference brain: intra- and interobserver reliability. Hum. Brain Mapp. 9 4 (2000) 192-211
    • (2000) Hum. Brain Mapp. , vol.9 , Issue.4 , pp. 192-211
    • Fiez, J.A.1    Damasio, H.2    Grabowski, T.J.3
  • 18
    • 33749693768 scopus 로고
    • Performance characterization in computer vision
    • Haralick R.M. Performance characterization in computer vision. CVGIP: Image Understanding 60 2 (1994) 245-249
    • (1994) CVGIP: Image Understanding , vol.60 , Issue.2 , pp. 245-249
    • Haralick, R.M.1
  • 20
    • 34248652981 scopus 로고    scopus 로고
    • Non-parametric geodesic active regions: method and evaluation for cerebral aneurysms segmentation in 3DRA and CTA
    • Hernandez M., and Frangi A.F. Non-parametric geodesic active regions: method and evaluation for cerebral aneurysms segmentation in 3DRA and CTA. Med. Image Anal. 11 3 (2007) 224-241
    • (2007) Med. Image Anal. , vol.11 , Issue.3 , pp. 224-241
    • Hernandez, M.1    Frangi, A.F.2
  • 22
    • 84980090975 scopus 로고
    • The distribution of flora in the alpine zone
    • Jaccard P. The distribution of flora in the alpine zone. New Phytol. 11 2 (1912) 37-50
    • (1912) New Phytol. , vol.11 , Issue.2 , pp. 37-50
    • Jaccard, P.1
  • 23
    • 36549046974 scopus 로고    scopus 로고
    • Surface-constrained volumetric brain registration using harmonic mappings
    • Joshi A.A., Shattuck D.W., Thompson P.M., and Leahy R.M. Surface-constrained volumetric brain registration using harmonic mappings. IEEE Trans. Med. Imag. 26 12 (2007) 1657-1669
    • (2007) IEEE Trans. Med. Imag. , vol.26 , Issue.12 , pp. 1657-1669
    • Joshi, A.A.1    Shattuck, D.W.2    Thompson, P.M.3    Leahy, R.M.4
  • 27
    • 0033233097 scopus 로고    scopus 로고
    • MRI simulation-based evaluation of image-processing and classification methods
    • Kwan R.K.-S., Evans A.C., and Pike G.B. MRI simulation-based evaluation of image-processing and classification methods. IEEE Trans. Med. Imag. 18 11 (1999) 1085-1097
    • (1999) IEEE Trans. Med. Imag. , vol.18 , Issue.11 , pp. 1085-1097
    • Kwan, R.K.-S.1    Evans, A.C.2    Pike, G.B.3
  • 28
    • 0033823615 scopus 로고    scopus 로고
    • Automated 3-D extraction of inner and outer surfaces of cerebral cortex from MRI
    • MacDonald D., Kabani N., Avis D., and Evans A.C. Automated 3-D extraction of inner and outer surfaces of cerebral cortex from MRI. NeuroImage 12 3 (2000) 340-356
    • (2000) NeuroImage , vol.12 , Issue.3 , pp. 340-356
    • MacDonald, D.1    Kabani, N.2    Avis, D.3    Evans, A.C.4
  • 31
    • 0034575445 scopus 로고    scopus 로고
    • Current methods in medical image segmentation
    • Pham D.L., Xu C., and Prince J.L. Current methods in medical image segmentation. Annu. Rev. Biomed. Eng. 02 (2000) 315-337
    • (2000) Annu. Rev. Biomed. Eng. , vol.2 , pp. 315-337
    • Pham, D.L.1    Xu, C.2    Prince, J.L.3
  • 32
    • 36048967893 scopus 로고    scopus 로고
    • Registration and machine learning-based automated segmentation of subcortical and cerebellar brain structures
    • Powell S., Magnotta V.A., Johnson H., Jammalamadaka V.K., Pierson R., and Andreasenb N.C. Registration and machine learning-based automated segmentation of subcortical and cerebellar brain structures. NeuroImage 39 1 (2008) 238-247
    • (2008) NeuroImage , vol.39 , Issue.1 , pp. 238-247
    • Powell, S.1    Magnotta, V.A.2    Johnson, H.3    Jammalamadaka, V.K.4    Pierson, R.5    Andreasenb, N.C.6
  • 33
    • 0036429375 scopus 로고    scopus 로고
    • Automated histogram-based brain segmentation in T1-weighted three-dimensional magnetic resonance head images
    • Shan Z.Y., Yue G.H., and Liu J.Z. Automated histogram-based brain segmentation in T1-weighted three-dimensional magnetic resonance head images. NeuroImage 17 3 (2002) 1587-1598
    • (2002) NeuroImage , vol.17 , Issue.3 , pp. 1587-1598
    • Shan, Z.Y.1    Yue, G.H.2    Liu, J.Z.3
  • 34
    • 36049017075 scopus 로고    scopus 로고
    • Automated segmentation of the actively stained mouse brain using multi-spectral MR microscopy
    • Sharief A.A., Badea A., Dale A.M., and Johnson G.A. Automated segmentation of the actively stained mouse brain using multi-spectral MR microscopy. NeuroImage 39 1 (2008) 136-145
    • (2008) NeuroImage , vol.39 , Issue.1 , pp. 136-145
    • Sharief, A.A.1    Badea, A.2    Dale, A.M.3    Johnson, G.A.4
  • 36
    • 0036828879 scopus 로고    scopus 로고
    • Fast robust automated brain extraction
    • Smith S.M. Fast robust automated brain extraction. Hum. Brain Mapp. 17 3 (2002) 143-155
    • (2002) Hum. Brain Mapp. , vol.17 , Issue.3 , pp. 143-155
    • Smith, S.M.1
  • 41
    • 1942438249 scopus 로고    scopus 로고
    • Simultaneous truth and performance level estimation (STAPLE): an algorithm for the validation of image segmentation
    • Warfield S.K., Zou K.H., and Wells W.M. Simultaneous truth and performance level estimation (STAPLE): an algorithm for the validation of image segmentation. IEEE Trans. Med. Imag. 23 7 (2004) 903-921
    • (2004) IEEE Trans. Med. Imag. , vol.23 , Issue.7 , pp. 903-921
    • Warfield, S.K.1    Zou, K.H.2    Wells, W.M.3
  • 43
    • 0030216623 scopus 로고    scopus 로고
    • A survey on evaluation methods for image segmentation
    • Zhang Y.J. A survey on evaluation methods for image segmentation. Pattern Recogn. 29 8 (1996) 1335-1346
    • (1996) Pattern Recogn. , vol.29 , Issue.8 , pp. 1335-1346
    • Zhang, Y.J.1
  • 44
    • 33748654013 scopus 로고    scopus 로고
    • Skull-stripping magnetic resonance brain images using a model-based level set
    • Zhuang A.H., Valentino D.J., and Toga A.W. Skull-stripping magnetic resonance brain images using a model-based level set. NeuroImage 32 1 (2006) 79-92
    • (2006) NeuroImage , vol.32 , Issue.1 , pp. 79-92
    • Zhuang, A.H.1    Valentino, D.J.2    Toga, A.W.3
  • 45
    • 0028724624 scopus 로고
    • Morphometric analysis of white matter lesions in MR images: method and validation
    • Zijdenbos A.P., Dawant B.M., Margolin R.A., and Palmer A.C. Morphometric analysis of white matter lesions in MR images: method and validation. IEEE Trans. Med. Imag. 13 4 (1994) 716-724
    • (1994) IEEE Trans. Med. Imag. , vol.13 , Issue.4 , pp. 716-724
    • Zijdenbos, A.P.1    Dawant, B.M.2    Margolin, R.A.3    Palmer, A.C.4


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.