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Volumn 48, Issue 8, 2015, Pages 2738-2750

Automated analysis and diagnosis of skin melanoma on whole slide histopathological images

Author keywords

Histopathological image analysis; Image analysis; Melanoma; Object detection; Skin cancer

Indexed keywords

CLASSIFICATION (OF INFORMATION); COMPUTER AIDED DIAGNOSIS; DERMATOLOGY; DISEASES; OBJECT DETECTION; ONCOLOGY; SUPPORT VECTOR MACHINES; TISSUE;

EID: 84928270122     PISSN: 00313203     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.patcog.2015.02.023     Document Type: Article
Times cited : (68)

References (32)
  • 3
    • 0036568032 scopus 로고    scopus 로고
    • On the learnability and design of output codes for multiclass problems
    • K. Crammer, and Y. Singer On the learnability and design of output codes for multiclass problems Mach. Learn. 47 2 2002 201 233
    • (2002) Mach. Learn. , vol.47 , Issue.2 , pp. 201-233
    • Crammer, K.1    Singer, Y.2
  • 4
    • 84555179528 scopus 로고    scopus 로고
    • A boosted Bayesian multi-resolution classifier for prostate cancer detection from digitized needle biopsies
    • S. Doyle, M. Feldman, J. Tomaszewski, A. Madabhushi, A boosted Bayesian multi-resolution classifier for prostate cancer detection from digitized needle biopsies. IEEE Trans. Biomed. Eng. 59(5) (2012) 1205-1218.
    • (2012) IEEE Trans. Biomed. Eng. , vol.59 , Issue.5 , pp. 1205-1218
    • Doyle, S.1    Feldman, M.2    Tomaszewski, J.3    Madabhushi, A.4
  • 7
    • 0036505670 scopus 로고    scopus 로고
    • A comparison of methods for multiclass support vector machines
    • C. Hsu, and C. Lin A comparison of methods for multiclass support vector machines IEEE Trans. Neural Netw. 13 2 2002 415 425
    • (2002) IEEE Trans. Neural Netw. , vol.13 , Issue.2 , pp. 415-425
    • Hsu, C.1    Lin, C.2
  • 10
    • 59349094544 scopus 로고    scopus 로고
    • Computer-aided evaluation of neuroblastoma on whole-slide histology images: classifying grade of neuroblastic differentiation
    • J. Kong, O. Sertel, H. Shimada, K.L. Boyer, J.H. Saltz, and M.N. Gurcan Computer-aided evaluation of neuroblastoma on whole-slide histology images: classifying grade of neuroblastic differentiation Pattern Recognit. 42 6 2009 1080 1092
    • (2009) Pattern Recognit. , vol.42 , Issue.6 , pp. 1080-1092
    • Kong, J.1    Sertel, O.2    Shimada, H.3    Boyer, K.L.4    Saltz, J.H.5    Gurcan, M.N.6
  • 11
    • 0002229304 scopus 로고    scopus 로고
    • Pairwise classification and support vector machines
    • MIT Press, Cambridge, MA
    • U. Kreßel, Pairwise classification and support vector machines, in: Advances in Kernel Methods, MIT Press, Cambridge, MA, 1999, pp. 255-268.
    • (1999) Advances in Kernel Methods , pp. 255-268
    • Kreßel, U.1
  • 13
    • 84873125154 scopus 로고    scopus 로고
    • A robust automatic nuclei segmentation technique for quantitative histopathological image analysis
    • C. Lu, M. Mahmood, and M. Jha A robust automatic nuclei segmentation technique for quantitative histopathological image analysis Anal. Quant. Cytol. Histopathol. 12 2012 296 308
    • (2012) Anal. Quant. Cytol. Histopathol. , vol.12 , pp. 296-308
    • Lu, C.1    Mahmood, M.2    Jha, M.3
  • 14
    • 84885098320 scopus 로고    scopus 로고
    • Automated segmentation of the melanocytes in skin histopathological images
    • C. Lu, M. Mahmood, N. Jha, and M. Mandal Automated segmentation of the melanocytes in skin histopathological images IEEE J. Biomed. Health Informatics 17 2 2013 284 296
    • (2013) IEEE J. Biomed. Health Informatics , vol.17 , Issue.2 , pp. 284-296
    • Lu, C.1    Mahmood, M.2    Jha, N.3    Mandal, M.4
  • 15
    • 84867400959 scopus 로고    scopus 로고
    • Detection of melanocytes in skin histopathological images using radial line scanning
    • C. Lu, M. Mahmood, N. Jha, and M. Mandal Detection of melanocytes in skin histopathological images using radial line scanning Pattern Recognit. 46 2 2013 509 518
    • (2013) Pattern Recognit. , vol.46 , Issue.2 , pp. 509-518
    • Lu, C.1    Mahmood, M.2    Jha, N.3    Mandal, M.4
  • 17
    • 70349414488 scopus 로고    scopus 로고
    • Overview of advanced computer vision systems for skin lesions characterization
    • I. Maglogiannis, and C. Doukas Overview of advanced computer vision systems for skin lesions characterization IEEE Trans. Inf. Technol. Biomed. 13 5 2009 721 733
    • (2009) IEEE Trans. Inf. Technol. Biomed. , vol.13 , Issue.5 , pp. 721-733
    • Maglogiannis, I.1    Doukas, C.2
  • 18
    • 38549086461 scopus 로고    scopus 로고
    • Automatic delineation of malignancy in histopathological head and neck slides
    • M. Mete, X. Xu, C.-Y. Fan, and G. Shafirstein Automatic delineation of malignancy in histopathological head and neck slides BMC Bioinform. 8 Suppl 7 2007 S17 doi: http://dx.doi.org/10.1186/1471-2105-8-S7-S17
    • (2007) BMC Bioinform. , vol.8 , pp. S17
    • Mete, M.1    Xu, X.2    Fan, C.-Y.3    Shafirstein, G.4
  • 20
    • 0018306059 scopus 로고
    • A threshold selection method from gray-level histograms
    • N. Otsu A threshold selection method from gray-level histograms IEEE Trans. Syst. Man Cybern. 9 1 1979 62 66
    • (1979) IEEE Trans. Syst. Man Cybern. , vol.9 , Issue.1 , pp. 62-66
    • Otsu, N.1
  • 21
    • 33750912820 scopus 로고    scopus 로고
    • Large-scale computations on histology images reveal grade-differentiating parameters for breast cancer
    • S. Petushi, F.U. Garcia, M.M. Haber, C. Katsinis, and A. Tozeren Large-scale computations on histology images reveal grade-differentiating parameters for breast cancer BMC Med. Imaging 6 2006 14
    • (2006) BMC Med. Imaging , vol.6 , pp. 14
    • Petushi, S.1    Garcia, F.U.2    Haber, M.M.3    Katsinis, C.4    Tozeren, A.5
  • 22
    • 77956931735 scopus 로고    scopus 로고
    • The evolution of melanoma diagnosis: 25 years beyond the ABCDs
    • D. Rigel, J. Russak, and R. Friedman The evolution of melanoma diagnosis: 25 years beyond the ABCDs CA Cancer J. Clin. 60 5 2010 301 316
    • (2010) CA Cancer J. Clin. , vol.60 , Issue.5 , pp. 301-316
    • Rigel, D.1    Russak, J.2    Friedman, R.3
  • 23
    • 33749613131 scopus 로고    scopus 로고
    • Critical comparison of 31 commercially available digital slide systems in pathology
    • M. Rojo, G. García, C. Mateos, J. García, and M. Vicente Critical comparison of 31 commercially available digital slide systems in pathology Int. J. Surg. Pathol. 14 4 2006 285 305
    • (2006) Int. J. Surg. Pathol. , vol.14 , Issue.4 , pp. 285-305
    • Rojo, M.1    García, G.2    Mateos, C.3    García, J.4    Vicente, M.5
  • 24
    • 80052317448 scopus 로고    scopus 로고
    • Multi-resolution graph-based analysis of histopathological whole slide images: application to mitotic cell extraction and visualization
    • V. Roullier, O. Lezoray, V. Ta, A. Elmoataz, Multi-resolution graph-based analysis of histopathological whole slide images: application to mitotic cell extraction and visualization. Comput. Med. Imaging Graph. (2011).
    • (2011) Comput. Med. Imaging Graph.
    • Roullier, V.1    Lezoray, O.2    Ta, V.3    Elmoataz, A.4
  • 25
    • 59349090297 scopus 로고    scopus 로고
    • Computer-aided prognosis of neuroblastoma on whole-slide images: Classification of stromal development
    • O. Sertel, J. Kong, H. Shimada, U.V. Catalyurek, J.H. Saltz, and M.N. Gurcan Computer-aided prognosis of neuroblastoma on whole-slide images: Classification of stromal development Pattern Recognit. 42 6 2009 1093 1103
    • (2009) Pattern Recognit. , vol.42 , Issue.6 , pp. 1093-1103
    • Sertel, O.1    Kong, J.2    Shimada, H.3    Catalyurek, U.V.4    Saltz, J.H.5    Gurcan, M.N.6
  • 26
    • 77951204152 scopus 로고    scopus 로고
    • Wavelet-based multiscale texture segmentation: application to stromal compartment characterization on virtual slides
    • N. Signolle, M. Revenu, B. Plancoulaine, and P. Herlin Wavelet-based multiscale texture segmentation: application to stromal compartment characterization on virtual slides Signal Process. 90 8 2010 2412 2422
    • (2010) Signal Process. , vol.90 , Issue.8 , pp. 2412-2422
    • Signolle, N.1    Revenu, M.2    Plancoulaine, B.3    Herlin, P.4
  • 27
    • 0034098638 scopus 로고    scopus 로고
    • Computer recognition of skin structures using discriminant and cluster analysis
    • J. Smolle Computer recognition of skin structures using discriminant and cluster analysis Skin Res. Technol. 6 2 2000 58 63
    • (2000) Skin Res. Technol. , vol.6 , Issue.2 , pp. 58-63
    • Smolle, J.1
  • 28
    • 0038131972 scopus 로고    scopus 로고
    • Tissue counter analysis of tissue components in skin biopsies - evaluation using cart (classification and regression trees)
    • J. Smolle, and A. Gerger Tissue counter analysis of tissue components in skin biopsies - evaluation using cart (classification and regression trees) Am. J. Dermatopathol. 25 3 2003 215 222
    • (2003) Am. J. Dermatopathol. , vol.25 , Issue.3 , pp. 215-222
    • Smolle, J.1    Gerger, A.2
  • 29
    • 49749089750 scopus 로고    scopus 로고
    • Dermoscopy compared with naked eye examination for the diagnosis of primary melanoma: a meta-analysis of studies performed in a clinical setting
    • M. Vestergaard, P. Macaskill, P. Holt, and S. Menzies Dermoscopy compared with naked eye examination for the diagnosis of primary melanoma: a meta-analysis of studies performed in a clinical setting Br. J. Dermatol. 159 3 2008 669 676
    • (2008) Br. J. Dermatol. , vol.159 , Issue.3 , pp. 669-676
    • Vestergaard, M.1    Macaskill, P.2    Holt, P.3    Menzies, S.4
  • 31


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.