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Volumn 4478 LNCS, Issue PART 2, 2007, Pages 266-273

Modelling of magnetic resonance spectra using mixtures for binned and truncated data

Author keywords

Automatic classification; Binned data; Brain tumour; Expectation maximization

Indexed keywords

BIOCHEMICAL ENGINEERING; BIOINFORMATICS; MAGNETIC RESONANCE SPECTROSCOPY; MATHEMATICAL MODELS; ORGANIC COMPOUNDS; PROBABILISTIC LOGICS;

EID: 38049158334     PISSN: 03029743     EISSN: 16113349     Source Type: Book Series    
DOI: 10.1007/978-3-540-72849-8_34     Document Type: Conference Paper
Times cited : (1)

References (9)
  • 1
    • 0034963584 scopus 로고    scopus 로고
    • MR spectroscopy quantitation: A review of frequency domain methods
    • Mierisova, S., Ala-Korpela, M.: MR spectroscopy quantitation: a review of frequency domain methods. NMR Biomed. 14(4), 247-259 (2001)
    • (2001) NMR Biomed , vol.14 , Issue.4 , pp. 247-259
    • Mierisova, S.1    Ala-Korpela, M.2
  • 2
    • 0034963583 scopus 로고    scopus 로고
    • MR spectroscopy quantitation: A review of time-domain methods
    • Vanhamme, L., Sundin, T., Hecke, P.V., Huffel, S.V.: MR spectroscopy quantitation: a review of time-domain methods. NMR Biomed. 14(4), 233-246 (2001)
    • (2001) NMR Biomed , vol.14 , Issue.4 , pp. 233-246
    • Vanhamme, L.1    Sundin, T.2    Hecke, P.V.3    Huffel, S.V.4
  • 3
    • 33745402707 scopus 로고    scopus 로고
    • Development of a DSS for diagnosis and grading of brain tumours using in vivo magnetic resonance SV spectra
    • Tate, A., et al.: Development of a DSS for diagnosis and grading of brain tumours using in vivo magnetic resonance SV spectra. NMR Biomed. 19(4), 411-434 (2006)
    • (2006) NMR Biomed , vol.19 , Issue.4 , pp. 411-434
    • Tate, A.1
  • 4
    • 0023783676 scopus 로고
    • Fitting mixture models to grouped and truncated data via the EM algorithm
    • McLachlan, G.J., Jones, P.N.: Fitting mixture models to grouped and truncated data via the EM algorithm. Biometrics 44, 571-578 (1988)
    • (1988) Biometrics , vol.44 , pp. 571-578
    • McLachlan, G.J.1    Jones, P.N.2
  • 5
    • 0036532779 scopus 로고    scopus 로고
    • Maximum likelihood estimation of mixture densities for binned and truncated multivariate data
    • Cadez IV, et al.: Maximum likelihood estimation of mixture densities for binned and truncated multivariate data. Mach. Learn. 47(1), 7-34 (2002)
    • (2002) Mach. Learn , vol.47 , Issue.1 , pp. 7-34
    • Cadez, I.V.1
  • 7
    • 0000247496 scopus 로고
    • Statistical algorithms: Algorithm AS 254
    • Jones, P.N., McLachlan, G.J.: Statistical algorithms: Algorithm AS 254. Applied Statistics 39(2), 273-282 (1990)
    • (1990) Applied Statistics , vol.39 , Issue.2 , pp. 273-282
    • Jones, P.N.1    McLachlan, G.J.2
  • 8
    • 33644534475 scopus 로고    scopus 로고
    • A multicentre, web-accessible and quality control-checked database of in vivo MRS of brain tumour patients
    • Julia-Sape, M., et al.: A multicentre, web-accessible and quality control-checked database of in vivo MRS of brain tumour patients. MAGMA 19(1), 22-33 (2006)
    • (2006) MAGMA , vol.19 , Issue.1 , pp. 22-33
    • Julia-Sape, M.1
  • 9
    • 0004211265 scopus 로고    scopus 로고
    • Small sample statistics for classification error rates II
    • Technical Report ICS-TR-96-22
    • Martin, J.K., Hirschberg, D.S.: Small sample statistics for classification error rates II. Technical Report ICS-TR-96-22 (1996)
    • (1996)
    • Martin, J.K.1    Hirschberg, D.S.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.