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Volumn 7 VOLS, Issue , 2005, Pages 4731-4734

Recovery of Metabolomic Spectral Sources using Non-negative Matrix Factorization

Author keywords

[No Author keywords available]

Indexed keywords

ALGORITHMS; BIOCHEMISTRY; BODY FLUIDS; COMPUTER AIDED DIAGNOSIS; DISEASES; MAGNETIC RESONANCE SPECTROMETERS; PATTERN RECOGNITION;

EID: 33846911078     PISSN: 05891019     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper
Times cited : (4)

References (15)
  • 1
    • 0032694577 scopus 로고    scopus 로고
    • Metabonomics: Understanding the metabolic responses of living systems to pathophysiological stimuli via multivariate statistical analysis of biological NMR spectroscopic data
    • J. K. Nicholson, J. C. Lindon, E. Holmes, Metabonomics: understanding the metabolic responses of living systems to pathophysiological stimuli via multivariate statistical analysis of biological NMR spectroscopic data, Xenobiotica, 29(11), 1181-1189, 1999.
    • (1999) Xenobiotica , vol.29 , Issue.11 , pp. 1181-1189
    • Nicholson, J.K.1    Lindon, J.C.2    Holmes, E.3
  • 3
    • 3042785758 scopus 로고    scopus 로고
    • Sample classification based on Bayesian spectral decomposition of metabonomic NMR data sets
    • R. Stoyanova, J. K. Nicholson, J. C. Lindon, T. R. Brown, Sample classification based on Bayesian spectral decomposition of metabonomic NMR data sets, Anal. Chem., 76(13), 3666-3674, 2004
    • (2004) Anal. Chem , vol.76 , Issue.13 , pp. 3666-3674
    • Stoyanova, R.1    Nicholson, J.K.2    Lindon, J.C.3    Brown, T.R.4
  • 4
    • 0033093826 scopus 로고    scopus 로고
    • A new method for spectral decomposition using a bilinear Bayesian approach
    • M. F. Ochs, R. Stoyanova, F. Arias-Mendoza, T. R. Brown, A new method for spectral decomposition using a bilinear Bayesian approach, J. Magn. Reson., 137(1), 161-176, 1999
    • (1999) J. Magn. Reson , vol.137 , Issue.1 , pp. 161-176
    • Ochs, M.F.1    Stoyanova, R.2    Arias-Mendoza, F.3    Brown, T.R.4
  • 5
    • 84898964201 scopus 로고    scopus 로고
    • Algorithm for non-negative matrix factorization
    • MIT Press
    • D. D. Lee, H. S. Seung, Algorithm for non-negative matrix factorization, Adv. Neural. Info. Proc. Sys. 13, MIT Press, 556-562, 2001
    • (2001) Adv. Neural. Info. Proc. Sys , vol.13 , pp. 556-562
    • Lee, D.D.1    Seung, H.S.2
  • 7
    • 10044269618 scopus 로고    scopus 로고
    • Non-negative matrix factorization for rapid recovery of constituent spectra in magnetic resonance chemical shift imaging of the brain
    • P. Sajda, S. Du, T. R. Brown, R. Stoyanova, D. Shungu, X. Mao, L. Parra, Non-negative matrix factorization for rapid recovery of constituent spectra in magnetic resonance chemical shift imaging of the brain, IEEE Trans. Med. Imag., 23(12), 1453-1465, 2004
    • (2004) IEEE Trans. Med. Imag , vol.23 , Issue.12 , pp. 1453-1465
    • Sajda, P.1    Du, S.2    Brown, T.R.3    Stoyanova, R.4    Shungu, D.5    Mao, X.6    Parra, L.7
  • 8
    • 5644230840 scopus 로고    scopus 로고
    • Blind recovery of biochemical markers of brain cancer in MRSI
    • San Diego, CA, USA
    • S. Du, X. Mao, D. Shungu, P. Sajda, Blind recovery of biochemical markers of brain cancer in MRSI, Proc. SPIE Medical Imaging Symposium, 5370-5378, San Diego, CA, USA, 2004
    • (2004) Proc. SPIE Medical Imaging Symposium , pp. 5370-5378
    • Du, S.1    Mao, X.2    Shungu, D.3    Sajda, P.4


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.