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Volumn 19, Issue 9, 2010, Pages 830-835

A support vector machine for decision support in melanoma recognition

Author keywords

Computerised diagnosis; Machine learning; Melanoma; Support vector machine

Indexed keywords

ALGORITHM; ARTICLE; CANCER DIAGNOSIS; CLINICAL PRACTICE; DECISION MAKING; DIAGNOSTIC ACCURACY; DIAGNOSTIC VALUE; MELANOMA; RECEIVER OPERATING CHARACTERISTIC; SUPPORT VECTOR MACHINE; VALIDATION STUDY;

EID: 77955736694     PISSN: 09066705     EISSN: 16000625     Source Type: Journal    
DOI: 10.1111/j.1600-0625.2010.01112.x     Document Type: Article
Times cited : (61)

References (21)
  • 1
    • 0033886521 scopus 로고    scopus 로고
    • Melanoma. Screening and education
    • Ernstoff M S. Melanoma. Screening and education. Clin Plast Surg 2000, 27:317-322.
    • (2000) Clin Plast Surg , vol.27 , pp. 317-322
    • Ernstoff, M.S.1
  • 2
    • 0032880302 scopus 로고    scopus 로고
    • Thorough skin examination for the early detection of melanoma
    • Weinstock M A, Martin R A, Risica P M. Thorough skin examination for the early detection of melanoma. Am J Prev Med 1999, 17:169-175.
    • (1999) Am J Prev Med , vol.17 , pp. 169-175
    • Weinstock, M.A.1    Martin, R.A.2    Risica, P.M.3
  • 3
    • 0035411806 scopus 로고    scopus 로고
    • Dermoscopy of pigmented skin lesions - a valuable tool for early diagnosis of melanoma
    • Argenziano G, Soyer H P. Dermoscopy of pigmented skin lesions - a valuable tool for early diagnosis of melanoma. Lancet Oncol 2001, 2:443-449.
    • (2001) Lancet Oncol , vol.2 , pp. 443-449
    • Argenziano, G.1    Soyer, H.P.2
  • 4
    • 66149085316 scopus 로고    scopus 로고
    • Spectral fluorescence lifetime detection and selective melanin imaging by multiphoton laser tomography for melanoma diagnosis
    • Dimitrow E, Riemann I, Ehlers A. Spectral fluorescence lifetime detection and selective melanin imaging by multiphoton laser tomography for melanoma diagnosis. Exp Dermatol 2009, 18:509-515.
    • (2009) Exp Dermatol , vol.18 , pp. 509-515
    • Dimitrow, E.1    Riemann, I.2    Ehlers, A.3
  • 5
    • 0036036366 scopus 로고    scopus 로고
    • Digital dermoscopy analysis and artificial neural network for the differentiation of clinically atypical pigmented lesions: a retrospective study
    • Rubegni P, Burroni M, Cevenini G. Digital dermoscopy analysis and artificial neural network for the differentiation of clinically atypical pigmented lesions: a retrospective study. J Invest Dermatol 2002, 119:471-474.
    • (2002) J Invest Dermatol , vol.119 , pp. 471-474
    • Rubegni, P.1    Burroni, M.2    Cevenini, G.3
  • 6
    • 0037145318 scopus 로고    scopus 로고
    • Automated diagnosis of pigmented skin lesions
    • Rubegni P, Cevenini G, Burroni M. Automated diagnosis of pigmented skin lesions. Int J Cancer 2002, 101:576-580.
    • (2002) Int J Cancer , vol.101 , pp. 576-580
    • Rubegni, P.1    Cevenini, G.2    Burroni, M.3
  • 7
    • 0242550826 scopus 로고    scopus 로고
    • A multicentre study for collection and computer-aided analysis of data from pigmented skin lesions using digital dermoscopy
    • Diagnostic and neural analysis of skin cancer (DANAOS)
    • Hoffman K, Gambichler T, Rick A. A multicentre study for collection and computer-aided analysis of data from pigmented skin lesions using digital dermoscopy. Br J Dermatol 2003, 149:801-809. Diagnostic and neural analysis of skin cancer (DANAOS)
    • (2003) Br J Dermatol , vol.149 , pp. 801-809
    • Hoffman, K.1    Gambichler, T.2    Rick, A.3
  • 8
    • 27944465368 scopus 로고    scopus 로고
    • The performance of SolarScan an automated dermoscopy image analysis instrument for the diagnosis of primary melanoma
    • Menzies S W, Bischof L, Talbot H. The performance of SolarScan an automated dermoscopy image analysis instrument for the diagnosis of primary melanoma. Arch Dermatol 2005, 141:1388-1397.
    • (2005) Arch Dermatol , vol.141 , pp. 1388-1397
    • Menzies, S.W.1    Bischof, L.2    Talbot, H.3
  • 11
    • 11144351037 scopus 로고    scopus 로고
    • Do physicians value decision support? A look at the effect of decision support systems on physician opinion
    • Dreiseitl S, Binder M. Do physicians value decision support? A look at the effect of decision support systems on physician opinion. Artif Intell Med 2005, 33:25-30.
    • (2005) Artif Intell Med , vol.33 , pp. 25-30
    • Dreiseitl, S.1    Binder, M.2
  • 12
    • 67849094202 scopus 로고    scopus 로고
    • Computer versus human diagnosis of melanoma: evaluation of the feasibility of an automated diagnostic system in a prospective clinical trial
    • Dreiseitl S, Binder M, Hable K, Kittler H. Computer versus human diagnosis of melanoma: evaluation of the feasibility of an automated diagnostic system in a prospective clinical trial. Melanoma Res 2009, 19:180-184.
    • (2009) Melanoma Res , vol.19 , pp. 180-184
    • Dreiseitl, S.1    Binder, M.2    Hable, K.3    Kittler, H.4
  • 13
    • 33845670021 scopus 로고    scopus 로고
    • Digital computer analysis of dermatoscopical images of 260 melanocytic skin lesions; perimeter/area ratio for the differentiation between malignant melanomas and melanocytic naevi
    • Fikrie T, Pizinger K. Digital computer analysis of dermatoscopical images of 260 melanocytic skin lesions; perimeter/area ratio for the differentiation between malignant melanomas and melanocytic naevi. JEADV 2007, 21:48-55.
    • (2007) JEADV , vol.21 , pp. 48-55
    • Fikrie, T.1    Pizinger, K.2
  • 14
    • 0033700441 scopus 로고    scopus 로고
    • Kcs-new kernel family with compact support scale space
    • Remaki L, Cheriet C. Kcs-new kernel family with compact support scale space. IEEE Trans Image Process 2000, 9:970.
    • (2000) IEEE Trans Image Process , vol.9 , pp. 970
    • Remaki, L.1    Cheriet, C.2
  • 16
    • 2642558093 scopus 로고    scopus 로고
    • Characterization of digital medical images utilizing support vector machines
    • Maglogiannis I, Zafiropoulos E. Characterization of digital medical images utilizing support vector machines. BMC Med Inform Decis Mak 2004, 4:4.
    • (2004) BMC Med Inform Decis Mak , vol.4 , pp. 4
    • Maglogiannis, I.1    Zafiropoulos, E.2
  • 17
    • 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
    • Vestergaard M E, Macaskill P E, Holt P E, Menzies S W. 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 2008, 159:669-676.
    • (2008) Br J Dermatol , vol.159 , pp. 669-676
    • Vestergaard, M.E.1    Macaskill, P.E.2    Holt, P.E.3    Menzies, S.W.4
  • 18
    • 69149101668 scopus 로고    scopus 로고
    • Systematic review of dermoscopy and digital dermoscopy artificial intelligence for the diagnosis of melanoma
    • Rajpara S M, Botello A P, Townend J, Ormerod A D. Systematic review of dermoscopy and digital dermoscopy artificial intelligence for the diagnosis of melanoma. Br J Dermatol 2009, 161:591-604.
    • (2009) Br J Dermatol , vol.161 , pp. 591-604
    • Rajpara, S.M.1    Botello, A.P.2    Townend, J.3    Ormerod, A.D.4
  • 19
    • 0037341147 scopus 로고    scopus 로고
    • Accuracy of computer diagnosis of melanoma. A quantitative meta-analysis
    • Rosaro B, Menzies S, Harbauer A. Accuracy of computer diagnosis of melanoma. A quantitative meta-analysis. Arch Dermatol 2003, 139:361-367.
    • (2003) Arch Dermatol , vol.139 , pp. 361-367
    • Rosaro, B.1    Menzies, S.2    Harbauer, A.3
  • 21
    • 20244386093 scopus 로고    scopus 로고
    • Dysplastic naevus vs. in-situ melanoma: digital dermoscopy analysis
    • Burroni M, Sbano P, Cevenini G. Dysplastic naevus vs. in-situ melanoma: digital dermoscopy analysis. Br J Dermatol 2005, 152:679-684.
    • (2005) Br J Dermatol , vol.152 , pp. 679-684
    • Burroni, M.1    Sbano, P.2    Cevenini, G.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.