메뉴 건너뛰기




Volumn 20, Issue 4, 2010, Pages 316-322

Learning methods for melanoma recognition

Author keywords

computer assisted diagnosis; dermoscopy; kernel methods; melanoma recognition; support vector machines

Indexed keywords

COMPUTER ASSISTED DIAGNOSIS; DERMOSCOPY; KERNEL METHODS; MELANOMA RECOGNITION; SUPPORT VECTOR;

EID: 78649577191     PISSN: 08999457     EISSN: 10981098     Source Type: Journal    
DOI: 10.1002/ima.20261     Document Type: Article
Times cited : (13)

References (17)
  • 1
    • 0010982722 scopus 로고    scopus 로고
    • Sage, Thousand Oaks, CA Available at: citeseer.ist.psu.edu/abdi03neural. html
    • H. Abdi, V. Valentin, and, B. Edelman, Neural networks, Sage, Thousand Oaks, CA, 1999. Available at citeseer.ist.psu.edu/abdi03neural.html
    • (1999) Neural Networks
    • Abdi, H.1    Valentin, V.2    Edelman, B.3
  • 5
    • 0032594951 scopus 로고    scopus 로고
    • SVMs for histogram based image classification
    • O. Chapelle, P. Haffner, and, V. Vapnik, SVMs for histogram based image classification. IEEE Trans Neural Netw 10 (1999), 1055-1064.
    • (1999) IEEE Trans Neural Netw , vol.10 , pp. 1055-1064
    • Chapelle, O.1    Haffner, P.2    Vapnik, V.3
  • 7
    • 0042527173 scopus 로고    scopus 로고
    • A new algorithm for border description of polarized light surface microscopic images of pigmented skin lesions
    • C. Grana, G. Pellacani, R. Cucchiara, and, S. Seidenari, A new algorithm for border description of polarized light surface microscopic images of pigmented skin lesions. IEEE Trans MI 22 (2003), 959-964.
    • (2003) IEEE Trans MI , vol.22 , pp. 959-964
    • Grana, C.1    Pellacani, G.2    Cucchiara, R.3    Seidenari, S.4
  • 8
    • 0020083498 scopus 로고
    • The meaning and use of the area under a receiver operating characteristic (ROC) curve
    • J.A. Hanley, and, B.J. McNeil, The meaning and use of the area under a receiver operating characteristic (ROC) curve. Radiology 143 (1982), 29-36.
    • (1982) Radiology , vol.143 , pp. 29-36
    • Hanley, J.A.1    McNeil, B.J.2
  • 9
    • 15544369039 scopus 로고    scopus 로고
    • An integrated computer supported acquisition, handling, and characterization system for pigmented skin lesions in dermatological images
    • I. Maglogiannis, S. Pavlopoulos, and, D. Koutsouri, An integrated computer supported acquisition, handling, and characterization system for pigmented skin lesions in dermatological images. IEEE Trans Inf Technol Biomed 9 (2005), 86-98.
    • (2005) IEEE Trans Inf Technol Biomed , vol.9 , pp. 86-98
    • Maglogiannis, I.1    Pavlopoulos, S.2    Koutsouri, D.3
  • 10
    • 0033837128 scopus 로고    scopus 로고
    • Malignant melanoma: Prevention, early detection, and treatment in the 21st century
    • D.S. Rigel, and, J.A. Carucci, Malignant melanoma: Prevention, early detection, and treatment in the 21st century. CA Cancer J Clin 50 (2000), 215-236.
    • (2000) CA Cancer J Clin , vol.50 , pp. 215-236
    • Rigel, D.S.1    Carucci, J.A.2
  • 11
    • 0036036366 scopus 로고    scopus 로고
    • Digital dermoscopy analysis and artificial neural network for the differentiation of clinically atypical pigmented skin lesions: A retrospective study
    • P. Rubegni, M. Burroni, G. Cevenini, R. Perotti, G. Dell'Eva, P. Barbini, M. Fimiani, and, L. Andreassi, Digital dermoscopy analysis and artificial neural network for the differentiation of clinically atypical pigmented skin lesions: A retrospective study. J Invest Dermatol 119 (2002), 471-474.
    • (2002) J Invest Dermatol , vol.119 , pp. 471-474
    • Rubegni, P.1    Burroni, M.2    Cevenini, G.3    Perotti, R.4    Dell'Eva, G.5    Barbini, P.6    Fimiani, M.7    Andreassi, L.8
  • 13
    • 0033872313 scopus 로고    scopus 로고
    • Recognition without correspondence using multidimensional receptive field histograms
    • B. Schiele, and, J.L. Crowley, Recognition without correspondence using multidimensional receptive field histograms. Int J Comput Vis 36 (2000), 31-2.
    • (2000) Int J Comput Vis , vol.36 , pp. 31-2
    • Schiele, B.1    Crowley, J.L.2
  • 14
    • 12244257793 scopus 로고    scopus 로고
    • Towards a computer-aided diagnosis system for pigmented skin lesions
    • P. Schmid-Saugeon, J. Guillod, and, J.P. Thiran, Towards a computer-aided diagnosis system for pigmented skin lesions. Comput Med Imaging Graph 27 (2003), 65-78.
    • (2003) Comput Med Imaging Graph , vol.27 , pp. 65-78
    • Schmid-Saugeon, P.1    Guillod, J.2    Thiran, J.P.3
  • 16
    • 0032077905 scopus 로고    scopus 로고
    • Receiver operating characteristic (ROC) analysis: Basic principles and applications in radiology
    • A.R. Van Erkel, and, P.M.T. Pattynama, Receiver operating characteristic (ROC) analysis: Basic principles and applications in radiology. Eur J Radiol 27 (1998), 88-94.
    • (1998) Eur J Radiol , vol.27 , pp. 88-94
    • Van Erkel, A.R.1    Pattynama, P.M.T.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.