메뉴 건너뛰기




Volumn 4, Issue 3, 2009, Pages 262-268

Evaluation of the sensitivity of a medical data-mining application to the number of elements in small databases

Author keywords

Breast cancer; Efron's bootstrap method; Mammographic masses; Medical data mining application; Sensitivity evaluation

Indexed keywords

CLASSIFICATION (OF INFORMATION); DATABASE SYSTEMS; DECISION MAKING; LARGE DATASET; MAMMOGRAPHY; MEDICAL COMPUTING;

EID: 67650214852     PISSN: 17468094     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.bspc.2009.04.001     Document Type: Article
Times cited : (9)

References (24)
  • 2
    • 0026120032 scopus 로고
    • Small sample size effects in statistical pattern recognition: recommendations for practitioners
    • Raudys S., and Jain A. Small sample size effects in statistical pattern recognition: recommendations for practitioners. IEEE Transactions on Pattern Analysis and Machine Intelligence 13 3 (1991) 252-264
    • (1991) IEEE Transactions on Pattern Analysis and Machine Intelligence , vol.13 , Issue.3 , pp. 252-264
    • Raudys, S.1    Jain, A.2
  • 3
    • 0033863591 scopus 로고    scopus 로고
    • Feature selection and classifier performance in computer-aided diagnosis: the effect of finite sample size
    • Sahiner B., Chan H., Petrick N., Wagner R., and Hadjiiski L. Feature selection and classifier performance in computer-aided diagnosis: the effect of finite sample size. Medical Physics 27 (2000) 1509-1522
    • (2000) Medical Physics , vol.27 , pp. 1509-1522
    • Sahiner, B.1    Chan, H.2    Petrick, N.3    Wagner, R.4    Hadjiiski, L.5
  • 4
    • 0025686159 scopus 로고
    • Comparison of pattern recognition methods for computer-assisted classification of spectra of heart sounds in patients with a porcine bioprosthetic valve implanted in the mitral position
    • Durand L., Blanchard M., Cloutier G., Sabbah H., and Stein P. Comparison of pattern recognition methods for computer-assisted classification of spectra of heart sounds in patients with a porcine bioprosthetic valve implanted in the mitral position. IEEE Transactions on Biomedical Engineering 37 12 (1990) 1121-1129
    • (1990) IEEE Transactions on Biomedical Engineering , vol.37 , Issue.12 , pp. 1121-1129
    • Durand, L.1    Blanchard, M.2    Cloutier, G.3    Sabbah, H.4    Stein, P.5
  • 5
    • 0033461791 scopus 로고    scopus 로고
    • Classifier design for computer-aided diagnosis: effects of finite sample size on the mean performance of classical and neural network classifiers
    • Chan H., Sahiner B., Wagner R., and Petrick N. Classifier design for computer-aided diagnosis: effects of finite sample size on the mean performance of classical and neural network classifiers. Medical Physics 26 (1999) 2654-2668
    • (1999) Medical Physics , vol.26 , pp. 2654-2668
    • Chan, H.1    Sahiner, B.2    Wagner, R.3    Petrick, N.4
  • 10
    • 0000801110 scopus 로고
    • Computers and the theory of statistics: thinking the unthinkable
    • Efron B. Computers and the theory of statistics: thinking the unthinkable. SIAM Review 4 (1979) 460-480
    • (1979) SIAM Review , vol.4 , pp. 460-480
    • Efron, B.1
  • 12
    • 0034657861 scopus 로고    scopus 로고
    • Bootstrap confidence intervals: when, which, what? A practical guide for medical statisticians
    • Carpenter J., and Bithell J. Bootstrap confidence intervals: when, which, what? A practical guide for medical statisticians. Statistics in Medicine 19 (2000) 1141-1164
    • (2000) Statistics in Medicine , vol.19 , pp. 1141-1164
    • Carpenter, J.1    Bithell, J.2
  • 13
    • 0343569889 scopus 로고    scopus 로고
    • A comparison of several procedures to estimate the confidence for attributable risk in case-control studies
    • Llorca J., and Delgado-Rodriguez M. A comparison of several procedures to estimate the confidence for attributable risk in case-control studies. Statistics in Medicine 19 (2000) 1089-1099
    • (2000) Statistics in Medicine , vol.19 , pp. 1089-1099
    • Llorca, J.1    Delgado-Rodriguez, M.2
  • 14
    • 0034672282 scopus 로고    scopus 로고
    • Analysis of cost data in randomized trials: an application of the nonparametric bootstrap
    • Barber J.A., and Thompson S.G. Analysis of cost data in randomized trials: an application of the nonparametric bootstrap. Statistics in Medicine 19 (2000) 3219-3236
    • (2000) Statistics in Medicine , vol.19 , pp. 3219-3236
    • Barber, J.A.1    Thompson, S.G.2
  • 18
    • 23444461386 scopus 로고    scopus 로고
    • H. Alto, R.M. Rangayyan, J.E.L. Desautels, Content-based retrieval and analysis of mammographic masses, Journal of Electronic Imaging 14(2), 2005 (Article 023016, pp. 1-17. Erratum: 16(1), 019801:1 (Jan-Mar) 2007).
    • H. Alto, R.M. Rangayyan, J.E.L. Desautels, Content-based retrieval and analysis of mammographic masses, Journal of Electronic Imaging 14(2), 2005 (Article 023016, pp. 1-17. Erratum: 16(1), 019801:1 (Jan-Mar) 2007).
  • 22
    • 0035544609 scopus 로고    scopus 로고
    • Detection of breast masses in mammograms by density slicing and texture flow-field analysis
    • Mudigonda N.R., Rangayyan R.M., and Desautels J.E.L. Detection of breast masses in mammograms by density slicing and texture flow-field analysis. IEEE Transactions on Medical Imaging 20 12 (2001) 1215-1227
    • (2001) IEEE Transactions on Medical Imaging , vol.20 , Issue.12 , pp. 1215-1227
    • Mudigonda, N.R.1    Rangayyan, R.M.2    Desautels, J.E.L.3
  • 23
    • 33746947798 scopus 로고    scopus 로고
    • Classification of breast masses in mammograms using genetic programming and feature selection
    • Nandi R.J., Nandi A.K., and Rangayyan R.M. Classification of breast masses in mammograms using genetic programming and feature selection. Medical and Biological Engineering and Computing 44 (2006) 683-694
    • (2006) Medical and Biological Engineering and Computing , vol.44 , pp. 683-694
    • Nandi, R.J.1    Nandi, A.K.2    Rangayyan, R.M.3
  • 24
    • 44149089793 scopus 로고    scopus 로고
    • Classification of breast masses using selected shape, edge-sharpness, and texture features with linear and kernel-based classifiers
    • Mu T., Nandi A.K., and Rangayyan R.M. Classification of breast masses using selected shape, edge-sharpness, and texture features with linear and kernel-based classifiers. Journal of Digital Imaging 21 2 (2008) 153-169
    • (2008) Journal of Digital Imaging , vol.21 , Issue.2 , pp. 153-169
    • Mu, T.1    Nandi, A.K.2    Rangayyan, R.M.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.