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Volumn 7, Issue 1, 2013, Pages 163-172

Automatic liver and lesion segmentation: A primary step in diagnosis of liver diseases

Author keywords

Alternative FCM; Lesion segmentation; Liver segmentation; Volume measurement confidence connected region growing

Indexed keywords

ALTERNATIVE FCM; AUTOMATIC SEGMENTATIONS; COMPUTED TOMOGRAPHY; CONNECTED REGION; CT IMAGE; FALSE NEGATIVE ERRORS; FALSE POSITIVE; FIGURE OF MERITS; FUZZY C MEANS CLUSTERING; LIVER DISEASE; LIVER SEGMENTATION; LIVER SURGERY; MANUAL SEGMENTATION; SPATIAL OVERLAP;

EID: 84871921854     PISSN: 18631703     EISSN: 18631711     Source Type: Journal    
DOI: 10.1007/s11760-011-0223-y     Document Type: Article
Times cited : (62)

References (30)
  • 1
    • 33746827045 scopus 로고    scopus 로고
    • Liver CT image processing: a short introduction of the technical elements
    • Masutani Y., Uozumi K., Akahane M., Ohtomo K.: Liver CT image processing: a short introduction of the technical elements. Eur. J. Radiol. 58(2), 246-251 (2006).
    • (2006) Eur. J. Radiol. , vol.58 , Issue.2 , pp. 246-251
    • Masutani, Y.1    Uozumi, K.2    Akahane, M.3    Ohtomo, K.4
  • 3
    • 0142182181 scopus 로고    scopus 로고
    • A computer-aided diagnostic system to characterize CT focal liver lesions: design and optimization of a neural network classifier
    • Gletsos M., Mougiakakou S. G., Matsopoulos G. K., Nikita K. S., Nikita A. S., Kelekis D.: A computer-aided diagnostic system to characterize CT focal liver lesions: design and optimization of a neural network classifier. IEEE Trans. Inf. Technol. Biomed. 7(3), 153-162 (2003).
    • (2003) IEEE Trans. Inf. Technol. Biomed. , vol.7 , Issue.3 , pp. 153-162
    • Gletsos, M.1    Mougiakakou, S.G.2    Matsopoulos, G.K.3    Nikita, K.S.4    Nikita, A.S.5    Kelekis, D.6
  • 4
    • 33747614579 scopus 로고    scopus 로고
    • Automated hepatic volumetry for living related liver transplantation at multisection CT
    • Nakayama Y, Li Q, Katsuragawa S, Ikeda R, Hiai Y, Awai K.: Automated hepatic volumetry for living related liver transplantation at multisection CT. Radiology 240(3), 743-748 (2006).
    • (2006) Radiology , vol.240 , Issue.3 , pp. 743-748
    • Nakayama, Y.1    Li, Q.2    Katsuragawa, S.3    Ikeda, R.4    Hiai, Y.5    Awai, K.6
  • 6
    • 17844408172 scopus 로고    scopus 로고
    • Computerized CT-based 3D visualization technique in living related liver transplantation
    • Harms J., Bartels M., Bourquain H., Peitgen H., Schulz T., Kahn T.: Computerized CT-based 3D visualization technique in living related liver transplantation. Transplant. Proc. 37, 1059-1062 (2005).
    • (2005) Transplant. Proc. , vol.37 , pp. 1059-1062
    • Harms, J.1    Bartels, M.2    Bourquain, H.3    Peitgen, H.4    Schulz, T.5    Kahn, T.6
  • 7
    • 34548354952 scopus 로고    scopus 로고
    • Efficient liver segmentation using a level-set method with optimal detection of the initial liver boundary from level-set speed images
    • Lee J., Kim N., Lee H., Seo J. B., Won H. J., Shin Y. M., Shin Y. G., Kim S. H.: Efficient liver segmentation using a level-set method with optimal detection of the initial liver boundary from level-set speed images. Comput. Methods Programs Biomed. 88(1), 26-38 (2007).
    • (2007) Comput. Methods Programs Biomed. , vol.88 , Issue.1 , pp. 26-38
    • Lee, J.1    Kim, N.2    Lee, H.3    Seo, J.B.4    Won, H.J.5    Shin, Y.M.6    Shin, Y.G.7    Kim, S.H.8
  • 8
    • 25144511390 scopus 로고    scopus 로고
    • Improved fully automatic liver segmentation using histogram tail threshold algorithms
    • Seo K. S.: Improved fully automatic liver segmentation using histogram tail threshold algorithms. ICCS 2005, 822-825 (2005).
    • (2005) Iccs , vol.2005 , pp. 822-825
    • Seo, K.S.1
  • 9
    • 70349736184 scopus 로고    scopus 로고
    • Liver segmentation by intensity analysis and anatomical information in multi-slice CT images
    • Foruzan A. H., Zoroofi R. Aghaeizadeh, Hori M., Sato Y.: Liver segmentation by intensity analysis and anatomical information in multi-slice CT images. Int. J. Comput. Assist. Radiology Surg. 4(3), 287-297 (2009).
    • (2009) Int. J. Comput. Assist. Radiology Surg. , vol.4 , Issue.3 , pp. 287-297
    • Foruzan, A.H.1    Zoroofi, R.A.2    Hori, M.3    Sato, Y.4
  • 12
    • 5644240934 scopus 로고    scopus 로고
    • Automatic segmentation of the liver in CT images using the watershed algorithm based on morphological filtering
    • Lim S. J., Jeong Y. Y., Lee C. W., Ho Y. S.: Automatic segmentation of the liver in CT images using the watershed algorithm based on morphological filtering. Proc. SPIE Medi. Imaging: Image Process. 2004 5370, 1658-1666 (2004).
    • (2004) Proc. SPIE Medi. Imaging: Image Process. 2004 , vol.5370 , pp. 1658-1666
    • Lim, S.J.1    Jeong, Y.Y.2    Lee, C.W.3    Ho, Y.S.4
  • 13
    • 0027523034 scopus 로고
    • Automatic segmentation of liver structure in CT images
    • Bae K. T., Giger M. L., Chen C. T., Kahn C. E.: Automatic segmentation of liver structure in CT images. Medi. Phys. 20(1), 71-78 (1993).
    • (1993) Medi. Phys. , vol.20 , Issue.1 , pp. 71-78
    • Bae, K.T.1    Giger, M.L.2    Chen, C.T.3    Kahn, C.E.4
  • 15
    • 55149101115 scopus 로고    scopus 로고
    • Automated segmentation of the liver from 3D CT images using probabilistic atlas and multilevel statistical shape model
    • Okada T., Shimada R., Hori M., Nakamoto M., Chen Y.-W., Nakamura H., Sato Y.: Automated segmentation of the liver from 3D CT images using probabilistic atlas and multilevel statistical shape model. Academic Radiology 15(11), 1390-1403 (2008).
    • (2008) Academic Radiology , vol.15 , Issue.11 , pp. 1390-1403
    • Okada, T.1    Shimada, R.2    Hori, M.3    Nakamoto, M.4    Chen, Y.-W.5    Nakamura, H.6    Sato, Y.7
  • 16
    • 33646454626 scopus 로고    scopus 로고
    • Construction of a probabilistic atlas for automated liver segmentation in non-contrast torso CT images
    • Zhou X., Kitagawa T., Okuo K., Hara T., Fujita H., Yokoyama R., Kanematsu M., Hoshi H.: Construction of a probabilistic atlas for automated liver segmentation in non-contrast torso CT images. Int. Congr. Ser. 1281, 1169-1174 (2005).
    • (2005) Int. Congr. Ser. , vol.1281 , pp. 1169-1174
    • Zhou, X.1    Kitagawa, T.2    Okuo, K.3    Hara, T.4    Fujita, H.5    Yokoyama, R.6    Kanematsu, M.7    Hoshi, H.8
  • 17
    • 0034849070 scopus 로고    scopus 로고
    • Automatic 3D segmentation of the liver from abdominal CT images: a level-set approach
    • Pan S., Dawant B. M.: Automatic 3D segmentation of the liver from abdominal CT images: a level-set approach. Proc. SPIE Med. Imaging 2001: Image Process. 4322(1), 128-138 (2001).
    • (2001) Proc. SPIE Med. Imaging 2001: Image Process. , vol.4322 , Issue.1 , pp. 128-138
    • Pan, S.1    Dawant, B.M.2
  • 18
    • 33644992974 scopus 로고    scopus 로고
    • Liver segmentation for CT images using GVF snake
    • Liu F., Zhao B., Kijewski P. K., Wang L., Schwartz L. H.: Liver segmentation for CT images using GVF snake. Med. Phys. 32(12), 3699-3706 (2005).
    • (2005) Med. Phys. , vol.32 , Issue.12 , pp. 3699-3706
    • Liu, F.1    Zhao, B.2    Kijewski, P.K.3    Wang, L.4    Schwartz, L.H.5
  • 20
    • 70549098227 scopus 로고    scopus 로고
    • Semi-automatic level set segmentation of liver tumors combining a spiral-scanning technique with supervised fuzzy pixel classification
    • Smeets D., Loeckx D., Stijnen B., De Dobbelaer B., Vandermeulen D., Suetens P.: Semi-automatic level set segmentation of liver tumors combining a spiral-scanning technique with supervised fuzzy pixel classification. Med. Image Anal. 14, 13-20 (2010).
    • (2010) Med. Image Anal. , vol.14 , pp. 13-20
    • Smeets, D.1    Loeckx, D.2    Stijnen, B.3    de Dobbelaer, B.4    Vandermeulen, D.5    Suetens, P.6
  • 21
    • 0042090591 scopus 로고    scopus 로고
    • Volumetry of hepatic metastases in computed tomography using the watershed and active contour algorithms
    • New York, New York, 26-27 June
    • Yim, P. J., Foran, D. J.: Volumetry of hepatic metastases in computed tomography using the watershed and active contour algorithms. In: Proceedings of the 16th IEEE Symposium on Computer-based Medical Systems, New York, New York, 26-27 June, pp. 329-335 (2003).
    • (2003) In: Proceedings of the 16th IEEE Symposium on Computer-based Medical Systems , pp. 329-335
    • Yim, P.J.1    Foran, D.J.2
  • 23
    • 33646759613 scopus 로고    scopus 로고
    • Automatic liver segmentation for volume measurement in CT images
    • Lim S. J., Jeong Y. Y., Ho Y. S.: Automatic liver segmentation for volume measurement in CT images. J. Vis. Commun. Image Represent. 17(4), 860-875 (2006).
    • (2006) J. Vis. Commun. Image Represent. , vol.17 , Issue.4 , pp. 860-875
    • Lim, S.J.1    Jeong, Y.Y.2    Ho, Y.S.3
  • 25
  • 26
    • 0036779072 scopus 로고    scopus 로고
    • Alternative C-means clustering algorithms
    • Wu K. L., Yang M. S.: Alternative C-means clustering algorithms. Pattern Recognit. 35(10), 2267-2278 (2002).
    • (2002) Pattern Recognit. , vol.35 , Issue.10 , pp. 2267-2278
    • Wu, K.L.1    Yang, M.S.2
  • 27
    • 0036107314 scopus 로고    scopus 로고
    • Segmentation techniques for tissue differentiation in MRI of ophthalmology using fuzzy clustering algorithms
    • Yang M.-S., Hu Y.-J., Lin K. C.-R., Lin C. C.-L.: Segmentation techniques for tissue differentiation in MRI of ophthalmology using fuzzy clustering algorithms. Magn. Reson. Imaging 20, 173-179 (2002).
    • (2002) Magn. Reson. Imaging , vol.20 , pp. 173-179
    • Yang, M.-S.1    Hu, Y.-J.2    Lin, K.C.-R.3    Lin, C.C.-L.4
  • 28
    • 0030153655 scopus 로고    scopus 로고
    • Segmentation of brain tissue from magnetic resonance images
    • Kapur T., Grimson W. E., Wells W. M., Kikinis R.: Segmentation of brain tissue from magnetic resonance images. Med. Image Anal. 1, 109-127 (1996).
    • (1996) Med. Image Anal. , vol.1 , pp. 109-127
    • Kapur, T.1    Grimson, W.E.2    Wells, W.M.3    Kikinis, R.4
  • 29
    • 61449244469 scopus 로고    scopus 로고
    • Liver segmentation from computed tomography scans: a survey and a new algorithm
    • Campadelli P., Casiraghi E., Esposito A.: Liver segmentation from computed tomography scans: a survey and a new algorithm. Artif. Intell. Medicine 45, 185-196 (2009).
    • (2009) Artif. Intell. Medicine , vol.45 , pp. 185-196
    • Campadelli, P.1    Casiraghi, E.2    Esposito, A.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.