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Volumn , Issue , 2013, Pages 410-413

Classification of tumor histopathology via sparse feature learning

Author keywords

feature learning; sparse coding; Tumor characterization; whole slide imaging

Indexed keywords

FEATURE LEARNING; GLIOBLASTOMA MULTIFORME; INTRINSIC FEATURES; RESTRICTED BOLTZMANN MACHINE; SPARSE CODING; TUMOR CHARACTERIZATION; WHOLE SLIDE IMAGES; WHOLE SLIDE IMAGING (WSI);

EID: 84881642017     PISSN: 19457928     EISSN: 19458452     Source Type: Conference Proceeding    
DOI: 10.1109/ISBI.2013.6556499     Document Type: Conference Paper
Times cited : (26)

References (24)
  • 1
    • 33746600649 scopus 로고    scopus 로고
    • Reducing the dimensionality of data with neural networks
    • DOI 10.1126/science.1127647
    • GE Hinton, "Reducing the dimensionality of data with neural networks," Science, vol. 313, pp. 504-507, 2006. (Pubitemid 44148451)
    • (2006) Science , vol.313 , Issue.5786 , pp. 504-507
    • Hinton, G.E.1    Salakhutdinov, R.R.2
  • 4
    • 0033910732 scopus 로고    scopus 로고
    • Histologic grading of breast caner: Linkage of patient outcome with level of pathologist agreement
    • L. Dalton, S. Pinder, C. Elston, I. Ellis, D. Page, W. Dupont, and R. Blamey, "Histolgical gradings of breast cancer: linkage of patient outcome with level of pathologist agreements," Modern Pathology, vol. 13, no. 7, pp. 730-735, 2000. (Pubitemid 30470161)
    • (2000) Modern Pathology , vol.13 , Issue.7 , pp. 730-735
    • Dalton, L.W.1    Pinder, S.E.2    Elston, C.E.3    Ellis, I.O.4    Page, D.L.5    Dupont, W.D.6    Blamey, R.W.7
  • 9
    • 0346099401 scopus 로고    scopus 로고
    • Automated cell nuclear segmentation in color images of hematoxylin and eosin-stained breast biopsy
    • L. Latson, N. Sebek, and K. Powell, "Automated cell nuclear segmentation in color images of hematoxylin and eosin-stained breast biopsy," Analytical and Quantitative Cytology and Histology, vol. 26, no. 6, pp. 321-331, 2003. (Pubitemid 38044609)
    • (2003) Analytical and Quantitative Cytology and Histology , vol.25 , Issue.6 , pp. 321-331
    • Latson, L.1    Sebek, B.2    Powell, K.A.3
  • 10
    • 80055064184 scopus 로고    scopus 로고
    • Cascaded multi-class pairwise classifier (CASCAMPA) for normal, cancerous, and cancer confounder classes in prostate histology
    • S. Doyle, M. Feldman, J. Tomaszewski, N. Shih, and A. Madabhushu, "Cascaded multi-class pairwise classifier (CASCAMPA) for normal, cancerous, and cancer confounder classes in prostate histology," in ISBI, 2011, pp. 715-718.
    • (2011) ISBI , pp. 715-718
    • Doyle, S.1    Feldman, M.2    Tomaszewski, J.3    Shih, N.4    Madabhushu, A.5
  • 11
    • 0035190577 scopus 로고    scopus 로고
    • In situ duct carcinoma of the breast: Clinical and histopathologic factors and association with recurrent carcinoma
    • J. Chapman Miller, N. and E. Fish, "In situ duct carcinoma of the breast: clinical and histopathologic factors and association with recurrent carcinoma," Breast Journal, vol. 7, pp. 292-302, 2001.
    • (2001) Breast Journal , vol.7 , pp. 292-302
    • Miller, J.C.1    Fish, N.E.2
  • 12
    • 49649116104 scopus 로고    scopus 로고
    • Effect of quantitative nuclear features on recurrence of ductal carcinoma in situ (dcis) of breast
    • D. Axelrod, N.Miller, H. Lickley, J. Qian,W. Christens-Barry, Y. Yuan, Y. Fu, and J. Chapman, "Effect of quantitative nuclear features on recurrence of ductal carcinoma in situ (dcis) of breast," In Cancer Informatics, vol. 4, pp. 99-109, 2008.
    • (2008) Cancer Informatics , vol.4 , pp. 99-109
    • Axelrod, D.1    Miller, N.2    Lickley, H.3    Christens-Barry, J.Q.4    Yuan, Y.5    Fu, Y.6    Chapman, J.7
  • 14
    • 2542450939 scopus 로고    scopus 로고
    • Ability to predict metastasis based on pathology findings and alterations in nuclear structure of normal-appearing and cancer peripheral zone epithelium in the prostate
    • DOI 10.1158/1078-0432.CCR-03-0635
    • R. Veltri, M. Khan, M. Miller, J. Epstein, L. Mangold, P. Walsh, and A. Partin, "Ability to predict metastasis based on pathology findings and alterations in nuclear structure of normal appearing and cancer peripheral zone epithelium in the prostate," Clinical Cancer Research, vol. 10, pp. 3465-3473, 2004. (Pubitemid 38685454)
    • (2004) Clinical Cancer Research , vol.10 , Issue.10 , pp. 3465-3473
    • Veltri, R.W.1    Khan, M.A.2    Miller, M.C.3    Epstein, J.I.4    Mangold, L.A.5    Walsh, P.C.6    Partin, A.W.7
  • 15
    • 0025213481 scopus 로고
    • Characterization of human colorectal mucosa, polyps, and cancers by means of computerized morphonuclear image analyses
    • A. Verhest, R. Kiss, D. d'Olne, D. Larsimont, I. Salman, Y. de Launoit, C. Fourneau, J. Pastells, and J. Pector, "Characterization of human colorectal mucosa, polyps, and cancers by means of computerized mophonuclear image analysis," Cancer, vol. 65, pp. 2047-2054, 1990. (Pubitemid 20147646)
    • (1990) Cancer , vol.65 , Issue.9 , pp. 2047-2054
    • Verhest, A.1    Kiss, R.2    D'Olne, D.3    Larsimont, D.4    Salmon, I.5    De Launoit, Y.6    Fourneau, C.7    Pasteels, J.-L.8    Pector, J.-C.9
  • 16
    • 77955196330 scopus 로고    scopus 로고
    • Automatic identification and delineation of germ layer components in h&e stained images of teratomas derived from human and nonhuman primate embryonic stem cells
    • R. Bhagavatula, M. Fickus,W. Kelly, C. Guo, J. Ozolek, C. Castro, and J. Kovacevic, "Automatic identification and delineation of germ layer components in h&e stained images of teratomas derived from human and nonhuman primate embryonic stem cells," in ISBI, 2010, pp. 1041- 1044.
    • (2010) ISBI , pp. 1041-1044
    • Bhagavatula, R.1    Fickusw. Kelly, M.2    Guo, C.3    Ozolek, J.4    Castro, C.5    Kovacevic, J.6
  • 17
    • 78049396072 scopus 로고    scopus 로고
    • Texture based image recognition in microscopy images of diffuse gliomas with multi-class gentle boosting mechanism
    • J. Kong, L. Cooper, A. Sharma, T. Kurk, D. Brat, and J. Saltz, "Texture based image recognition in microscopy images of diffuse gliomas with multi-class gentle boosting mechanism," in ICASSP, 2010, pp. 457- 460.
    • (2010) ICASSP , pp. 457-460
    • Kong, J.1    Cooper, L.2    Sharma, A.3    Kurk, T.4    Brat, D.5    Saltz, J.6
  • 18
    • 80055060650 scopus 로고    scopus 로고
    • Comparison of sparse coding and kernel methods for histopathological classification of gliobastoma multiforme
    • J. Han, H. Chang, L.A. Loss, K. Zhang, F.L. Baehner, J.W. Gray, P.T. Spellman, and B. Parvin, "Comparison of sparse coding and kernel methods for histopathological classification of gliobastoma multiforme," in Proc. ISBI, 2011, pp. 711-714.
    • (2011) Proc. ISBI , pp. 711-714
    • Han, J.1    Chang, H.2    Loss, L.A.3    Zhang, K.4    Baehner, F.L.5    Gray, J.W.6    Spellman, P.T.7    Parvin, B.8
  • 22
    • 77953803946 scopus 로고    scopus 로고
    • Expectationmaximization- driven geodesic active contours with overlap resolution (EMaGACOR): Application to lymphocyte segmentation on breast cancer histopathology
    • H. Fatakdawala, J. Xu, A. Basavanhally, G. Bhanot, S. Ganesan, F. Feldman, J. Tomaszewski, and A. Madabhushi, "Expectationmaximization- driven geodesic active contours with overlap resolution (EMaGACOR): Application to lymphocyte segmentation on breast cancer histopathology," IEEE Transactions on Biomedical Engineering, vol. 57, no. 7, pp. 1676-1690, 2010.
    • (2010) IEEE Transactions on Biomedical Engineering , vol.57 , Issue.7 , pp. 1676-1690
    • Fatakdawala, H.1    Xu, J.2    Basavanhally, A.3    Bhanot, G.4    Ganesan, S.5    Feldman, F.6    Tomaszewski, J.7    Madabhushi, A.8


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.