메뉴 건너뛰기




Volumn 5651 LNAI, Issue , 2009, Pages 136-145

Improving probabilistic interpretation of medical diagnoses with multi-resolution image parameterization: A case study

Author keywords

[No Author keywords available]

Indexed keywords

AUTOMATIC CLASSIFIERS; CORONARY ARTERY DISEASE; DIAGNOSTIC PROCEDURE; DIAGNOSTIC PROCESS; DIAGNOSTIC TESTS; EARLY DIAGNOSIS; GOLD STANDARDS; IMAGE PARAMETERS; MACHINE LEARNING METHODS; MEDICAL DIAGNOSIS; MULTIPLE RESOLUTIONS; MULTIRESOLUTION IMAGES; PRINCIPLE COMPONENT ANALYSIS; PROBABILISTIC INTERPRETATION; REFERENCE METHOD; SCINTIGRAPHIC IMAGES; SENSITIVITY AND SPECIFICITY; TEXTURE DESCRIPTION;

EID: 70350236906     PISSN: 03029743     EISSN: 16113349     Source Type: Book Series    
DOI: 10.1007/978-3-642-02976-9_18     Document Type: Conference Paper
Times cited : (4)

References (21)
  • 1
    • 0033101403 scopus 로고    scopus 로고
    • Segmentation of textured images using a multiresolution gaussian autoregressive model
    • Corner, M.L., Delp, E.J.: Segmentation of textured images using a multiresolution gaussian autoregressive model. IEEE Transactions on image processing 8(3), 408-420 (1999)
    • (1999) IEEE Transactions on image processing , vol.8 , Issue.3 , pp. 408-420
    • Corner, M.L.1    Delp, E.J.2
  • 2
    • 0018750969 scopus 로고
    • Analysis of probability as an aid in the clinical diagnosis of coronary artery disease
    • Diamond, G.A., Forester, J.S.: Analysis of probability as an aid in the clinical diagnosis of coronary artery disease. New England Journal of Medicine 300 (1350) (1979)
    • (1979) New England Journal of Medicine , vol.300 , Issue.1350
    • Diamond, G.A.1    Forester, J.S.2
  • 5
    • 0038500689 scopus 로고    scopus 로고
    • Active subgroup mining: A case study in coronary heart disease risk group detection
    • Gamberger, D., Lavrac, N., Krstacic, G.: Active subgroup mining: a case study in coronary heart disease risk group detection. Artif. Intell. Med. 28(1), 27-57 (2003)
    • (2003) Artif. Intell. Med , vol.28 , Issue.1 , pp. 27-57
    • Gamberger, D.1    Lavrac, N.2    Krstacic, G.3
  • 6
    • 0034905126 scopus 로고    scopus 로고
    • Diagnostic performance of an expert system for the interpretation of my-ocardial perfusion spect studies
    • Garcia, E.V., Cooke, CD., Folks, R.D., Santana, CA., Krawczynska, E.G., De Braal, L., Ezquerra, N.F.: Diagnostic performance of an expert system for the interpretation of my-ocardial perfusion spect studies. J. Nucl. Med. 42(8), 1185-1191 (2001)
    • (2001) J. Nucl. Med , vol.42 , Issue.8 , pp. 1185-1191
    • Garcia, E.V.1    Cooke, C.D.2    Folks, R.D.3    Santana, C.A.4    Krawczynska, E.G.5    De Braal, L.6    Ezquerra, N.F.7
  • 7
    • 0034922742 scopus 로고    scopus 로고
    • Machine learning for medical diagnosis: History, state of the art and perspective
    • Kononenko, I.: Machine learning for medical diagnosis: history, state of the art and perspective. Artificial Intelligence in Medicine 3, 89-109 (2001)
    • (2001) Artificial Intelligence in Medicine , vol.3 , pp. 89-109
    • Kononenko, I.1
  • 10
    • 35048892877 scopus 로고    scopus 로고
    • Kukar, M., Šajn, L., Grošelj, C., Grošelj, J.: Multi-resolution image parametrization in sequential diagnostics of coronary artery disease. In: Bellazzi, R., Abu-Hanna, A., Hunter, J. (eds.) AIME 2007. LNCS, 4594, pp. 119-129. Springer, Heidelberg (2007)
    • Kukar, M., Šajn, L., Grošelj, C., Grošelj, J.: Multi-resolution image parametrization in sequential diagnostics of coronary artery disease. In: Bellazzi, R., Abu-Hanna, A., Hunter, J. (eds.) AIME 2007. LNCS, vol. 4594, pp. 119-129. Springer, Heidelberg (2007)
  • 11
    • 0034807546 scopus 로고    scopus 로고
    • Knowledge discovery approach to automated cardiac spect diagnosis
    • Kurgan, L.A., Cios, K.J., Tadeusiewicz, R.: Knowledge discovery approach to automated cardiac spect diagnosis. Artif. Intell. Med. 23(2), 149-169 (2001)
    • (2001) Artif. Intell. Med , vol.23 , Issue.2 , pp. 149-169
    • Kurgan, L.A.1    Cios, K.J.2    Tadeusiewicz, R.3
  • 12
    • 0031765718 scopus 로고    scopus 로고
    • Scintigraphic diagnosis of coronary artery disease: Myocardial bull's-eye images contain the important information
    • Lindahl, D., Palmer, J., Pettersson, J., White, T., Lundin, A., Edenbrandt, L.: Scintigraphic diagnosis of coronary artery disease: myocardial bull's-eye images contain the important information. Clinical Physiology 6(18) (1998)
    • (1998) Clinical Physiology , vol.6 , Issue.18
    • Lindahl, D.1    Palmer, J.2    Pettersson, J.3    White, T.4    Lundin, A.5    Edenbrandt, L.6
  • 13
    • 3042535216 scopus 로고    scopus 로고
    • Distinctive image features from scale-invariant keypoints
    • Lowe, D.G.: Distinctive image features from scale-invariant keypoints. Int. J. Comput. Vision 60(2), 91-110 (2004)
    • (2004) Int. J. Comput. Vision , vol.60 , Issue.2 , pp. 91-110
    • Lowe, D.G.1
  • 15
    • 0346218243 scopus 로고    scopus 로고
    • WeAidU - a decision support system for myocardial perfusion images using artificial neural networks
    • Ohlsson, M.: WeAidU - a decision support system for myocardial perfusion images using artificial neural networks. Artificial Intelligence in Medicine 30, 49-60 (2004)
    • (2004) Artificial Intelligence in Medicine , vol.30 , pp. 49-60
    • Ohlsson, M.1
  • 16
    • 0005662389 scopus 로고
    • The probability of a correct diagnosis
    • Candell-Riera, J, Ortega-Alcalde, D, eds, Kluwer Academic Publishers, Dordrecht
    • Olona-Cabases, M.: The probability of a correct diagnosis. In: Candell-Riera, J., Ortega-Alcalde, D. (eds.) Nuclear Cardiology in Everyday Practice, pp. 348-357. Kluwer Academic Publishers, Dordrecht (1994)
    • (1994) Nuclear Cardiology in Everyday Practice , pp. 348-357
    • Olona-Cabases, M.1
  • 17
    • 0000489573 scopus 로고
    • Computer-assisted interpretation of noninvasive tests for diagnosis of coronary artery disease
    • Pollock, B.H.: Computer-assisted interpretation of noninvasive tests for diagnosis of coronary artery disease. Cardiovasc. Rev. Rep. 4, 367-375 (1983)
    • (1983) Cardiovasc. Rev. Rep , vol.4 , pp. 367-375
    • Pollock, B.H.1
  • 18
    • 0141990695 scopus 로고    scopus 로고
    • Theoretical and empirical analysis of ReliefF and RReliefF
    • Robnik-Šikonja, M., Kononenko, I.: Theoretical and empirical analysis of ReliefF and RReliefF. Machine Learning 53, 23-69 (2003)
    • (2003) Machine Learning , vol.53 , pp. 23-69
    • Robnik-Šikonja, M.1    Kononenko, I.2
  • 20
    • 43949092781 scopus 로고    scopus 로고
    • Šajn, L., Kononenko, I.: Multiresolution image parametrization for improving texture classification. EURASIP J. Adv. Signal Process 2008(1), 1-12 (2008)
    • Šajn, L., Kononenko, I.: Multiresolution image parametrization for improving texture classification. EURASIP J. Adv. Signal Process 2008(1), 1-12 (2008)
  • 21
    • 84857797658 scopus 로고    scopus 로고
    • Image segmentation and parametrization for automatic diagnostics of whole-body scintigrams
    • CRC Press, Boca Raton
    • Šajn, L., Kononenko, I.: Image segmentation and parametrization for automatic diagnostics of whole-body scintigrams. In: Computational Intelligence in Medical Imaging: Techniques & Applications, pp. 347-377. CRC Press, Boca Raton (2009)
    • (2009) Computational Intelligence in Medical Imaging: Techniques & Applications , pp. 347-377
    • Šajn, L.1    Kononenko, I.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.