메뉴 건너뛰기




Volumn 19, Issue 1, 2013, Pages

Discriminative power of visual attributes in dermatology

Author keywords

Dermatological lexicon; Discriminative power; Entropy; Information theory; Skin lesion

Indexed keywords

ADDED VALUES; BROWN COLOR; COMPUTER AIDED DIAGNOSTICS; DERMATOLOGICAL LEXICON; DIAGNOSTIC PROCESS; DISCRIMINATIVE POWER; INFORMATIVE ATTRIBUTES; MINIMUM VALUE; NAIVE BAYESIAN CLASSIFIER; PROBABILITY OF OCCURRENCE; SKIN DISEASE; SKIN LESION; THEORETICAL APPROACH; VISUAL ATTRIBUTES;

EID: 84872125812     PISSN: 0909752X     EISSN: 16000846     Source Type: Journal    
DOI: 10.1111/j.1600-0846.2012.00618.x     Document Type: Article
Times cited : (2)

References (32)
  • 1
    • 0026489158 scopus 로고
    • DERMIS: a computer system for assisting primary-care physicians with dermatological diagnosis
    • Brooks GJ, Ashton RE, Pethybridge RJ. DERMIS: a computer system for assisting primary-care physicians with dermatological diagnosis. British J Dermatol 1992; 12: 614-619.
    • (1992) British J Dermatol , vol.12 , pp. 614-619
    • Brooks, G.J.1    Ashton, R.E.2    Pethybridge, R.J.3
  • 2
    • 84860422791 scopus 로고    scopus 로고
    • Initial use of a computer system for assisting dermatological diagnosis in general practice
    • Smith HR. Initial use of a computer system for assisting dermatological diagnosis in general practice. Med Inform Internet Med 2000; 25: 103-108.
    • (2000) Med Inform Internet Med , vol.25 , pp. 103-108
    • Smith, H.R.1
  • 5
    • 70349414488 scopus 로고    scopus 로고
    • Overview of advanced computer vision systems for skin lesions characterization
    • Maglogiannis I, Doukas CN. Overview of advanced computer vision systems for skin lesions characterization. Inf Technol Biomed IEEE Trans 2009; 13: 721-733.
    • (2009) Inf Technol Biomed IEEE Trans , vol.13 , pp. 721-733
    • Maglogiannis, I.1    Doukas, C.N.2
  • 6
    • 0033636139 scopus 로고    scopus 로고
    • Support vector machines classification and validation of cancer tissue samples using microarray expression data
    • Furey TS, Cristianini N, Duffy N, Bednarski DW, Schummer M, Haussler, D. Support vector machines classification and validation of cancer tissue samples using microarray expression data. Bioinformatics 2000; 16: 906-914.
    • (2000) Bioinformatics , vol.16 , pp. 906-914
    • Furey, T.S.1    Cristianini, N.2    Duffy, N.3    Bednarski, D.W.4    Schummer, M.5    Haussler, D.6
  • 8
    • 1942450610 scopus 로고    scopus 로고
    • Feature extraction by non parametric mutual information maximization
    • Torkkola, K. Feature extraction by non parametric mutual information maximization. J Mach Learn Res 2003; 3: 1415-1438.
    • (2003) J Mach Learn Res , vol.3 , pp. 1415-1438
    • Torkkola, K.1
  • 9
    • 33645690579 scopus 로고    scopus 로고
    • Fast binary feature selection with conditional mutual information
    • Fleuret, F. Fast binary feature selection with conditional mutual information. J Mach Learn Res 2004; 5: 1531-1555.
    • (2004) J Mach Learn Res , vol.5 , pp. 1531-1555
    • Fleuret, F.1
  • 10
    • 33847674996 scopus 로고    scopus 로고
    • Resampling methods for parameter-free and robust feature selection with mutual information
    • François D, Rossi F, Wertz V, Verleysen M. Resampling methods for parameter-free and robust feature selection with mutual information. Neurocomput 2007; 70: 1276-1288.
    • (2007) Neurocomput , vol.70 , pp. 1276-1288
    • François, D.1    Rossi, F.2    Wertz, V.3    Verleysen, M.4
  • 11
    • 0028468293 scopus 로고
    • Using mutual information for selecting features in supervised neural net learning
    • Battiti, R. Using mutual information for selecting features in supervised neural net learning. IEEE Trans Neural Netw 1994; 5: 537-550.
    • (1994) IEEE Trans Neural Netw , vol.5 , pp. 537-550
    • Battiti, R.1
  • 12
    • 0036933407 scopus 로고    scopus 로고
    • Input feature selection by mutual information based on parzen window
    • Kwak, N, Choi, C-H. Input feature selection by mutual information based on parzen window. IEEE Trans Pattern Anal Mach Intell 2002; 24: 1667-1671.
    • (2002) IEEE Trans Pattern Anal Mach Intell , vol.24 , pp. 1667-1671
    • Kwak, N.1    Choi, C.-H.2
  • 13
    • 0003141935 scopus 로고    scopus 로고
    • A comparative study on feature selection in text categorization
    • Fisher DH, ed. Nashville, US, SanFrancisco, USA: Morgan Kaufmann Publishers
    • Yang Y, Pedersen, JO. A comparative study on feature selection in text categorization. In: Fisher DH, ed. Proceedings of ICML-97 14th international conference on machine learning. Nashville, US, SanFrancisco, USA: Morgan Kaufmann Publishers; 1997: 412-420.
    • (1997) Proceedings of ICML-97 14th international conference on machine learning , pp. 412-420
    • Yang, Y.1    Pedersen, J.O.2
  • 14
    • 2942731012 scopus 로고    scopus 로고
    • An extensive empirical study of feature selection metrics for text classification
    • Forman, G. An extensive empirical study of feature selection metrics for text classification. J Mach Learn Res 2003; 3: 1289-1305.
    • (2003) J Mach Learn Res , vol.3 , pp. 1289-1305
    • Forman, G.1
  • 15
    • 84856043672 scopus 로고
    • A mathematical theory of communication
    • Shannon CE. A mathematical theory of communication. Bell Syst Tech J 1948; 27: 379-423.
    • (1948) Bell Syst Tech J , vol.27 , pp. 379-423
    • Shannon, C.E.1
  • 16
    • 0031943308 scopus 로고    scopus 로고
    • On standard definitions of individual skin lesions
    • Resnik KS, Ackerman, AB. On standard definitions of individual skin lesions. Arch Dermatol 1998; 134: 636-637.
    • (1998) Arch Dermatol , vol.134 , pp. 636-637
    • Resnik, K.S.1    Ackerman, A.B.2
  • 17
    • 0030885654 scopus 로고    scopus 로고
    • On standard definitions: 33 years hence
    • Lewis, EJ, Dahl MV, Lewis, CA. On standard definitions: 33 years hence. Arch Dermatol 1997; 133: 1169.
    • (1997) Arch Dermatol , vol.133 , pp. 1169
    • Lewis, E.J.1    Dahl, M.V.2    Lewis, C.A.3
  • 19
    • 0027481041 scopus 로고
    • Morphology revisited*
    • Jackson, R. Morphology revisited*. Int J Dermatol 1993; 32: 77-81.
    • (1993) Int J Dermatol , vol.32 , pp. 77-81
    • Jackson, R.1
  • 20
    • 0028923091 scopus 로고
    • Teaching non-dermatologists to examine the skin: a review of the literature and some recommendations
    • Ashton RE. Teaching non-dermatologists to examine the skin: a review of the literature and some recommendations. British J Dermatol 1995; 132: 221-225.
    • (1995) British J Dermatol , vol.132 , pp. 221-225
    • Ashton, R.E.1
  • 21
    • 33747033381 scopus 로고    scopus 로고
    • Development and evaluation of an e-learning package for teaching skin examination. action research
    • Farrimond H, Dornan TL, Cockcroft A, Rhodes LE. Development and evaluation of an e-learning package for teaching skin examination. action research. British J Dermatol 2006; 155: 592-599.
    • (2006) British J Dermatol , vol.155 , pp. 592-599
    • Farrimond, H.1    Dornan, T.L.2    Cockcroft, A.3    Rhodes, L.E.4
  • 22
    • 0023517748 scopus 로고
    • Glossary of basic dermatology lesions. The international league of dermatological societies committee on nomenclature
    • Winkelmann RK. Glossary of basic dermatology lesions. The international league of dermatological societies committee on nomenclature. Acta Derm Venereol Suppl (Stockh) 1987; 130: 1-16.
    • (1987) Acta Derm Venereol Suppl (Stockh) , vol.130 , pp. 1-16
    • Winkelmann, R.K.1
  • 26
    • 0003714323 scopus 로고    scopus 로고
    • Heidelberg: Springer
    • Braun-Falco O. Dermatology. Heidelberg: Springer, 2000. 1853pp.
    • (2000) Dermatology , pp. 1853
    • Braun-Falco, O.1
  • 29
    • 33745944489 scopus 로고    scopus 로고
    • The evolution of dermatopathology - the American experience
    • Bhawan J. The evolution of dermatopathology - the American experience. Am J Dermatopathol 2006; 28: 67-71.
    • (2006) Am J Dermatopathol , vol.28 , pp. 67-71
    • Bhawan, J.1
  • 30
    • 10044283198 scopus 로고    scopus 로고
    • The optimality of Naive bayes
    • Valerie B, Zdravko M, eds. Miami Beach, FL: AAAI Press
    • Zhang, H. The optimality of Naive bayes. In: Valerie B, Zdravko M, eds. FLAIRS conference. Miami Beach, FL: AAAI Press, 2004: 562-567.
    • (2004) FLAIRS conference , pp. 562-567
    • Zhang, H.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.