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Volumn 22, Issue 8, 2009, Pages 809-818

A comparative study of feature extraction and blind source separation of independent component analysis (ICA) on childhood brain tumour 1H magnetic resonance spectra

Author keywords

Blind source separation; Childhood brain tumour; Feature extraction; In vivo 1H MRS; Independent component analysis (ICA)

Indexed keywords

ASTROCYTOMA; BRAIN TUMOURS; CHILDHOOD BRAIN TUMOUR; COMPARATIVE STUDIES; DATA QUALITY; DATA SET SIZE; DATA SETS; ECHO TIME; EPENDYMOMA; FE METHOD; HIGH FIELD; IN VIVO 1H MRS; IN-VIVO; INDEPENDENT COMPONENTS; MAGNETIC RESONANCE SPECTRA; MEDULLOBLASTOMA; PATIENT DATA; PEAK FREQUENCIES; QUANTUM MECHANICAL; SIMULATED DATA;

EID: 70649085073     PISSN: 09523480     EISSN: 10991492     Source Type: Journal    
DOI: 10.1002/nbm.1393     Document Type: Article
Times cited : (13)

References (28)
  • 2
    • 0035021334 scopus 로고    scopus 로고
    • Proton magnetic resonance spectroscopy in brain tumours: Clinical applications
    • DOI 10.1007/s002340000427
    • Burtscher IM, Holtas S. Proton magnetic resonance spectroscopy in brain tumours: clinical applications. Neuroradiology 2001; 43: 345-352. (Pubitemid 32452068)
    • (2001) Neuroradiology , vol.43 , Issue.5 , pp. 345-352
    • Burtscher, I.M.1    Holtas, S.2
  • 3
    • 0043131975 scopus 로고    scopus 로고
    • 1H MR spectroscopy of brain tumours and masses
    • 1H MR spectroscopy of brain tumours and masses. NMR Biomed. 2003; 16: 123-131.
    • (2003) NMR Biomed. , vol.16 , pp. 123-131
    • Howe, F.A.1    Opstad, K.S.2
  • 4
  • 9
    • 0042826822 scopus 로고    scopus 로고
    • Independent component analysis: Algorithms and applications
    • DOI 10.1016/S0893-6080(00)00026-5, PII S0893608000000265
    • Hyvarinen A, Oja E. Independent component analysis: algorithms and applications. Neural Netw. 2000; 13: 411-430. (Pubitemid 30447427)
    • (2000) Neural Networks , vol.13 , Issue.4-5 , pp. 411-430
    • Hyvarinen, A.1    Oja, E.2
  • 10
    • 0000466122 scopus 로고    scopus 로고
    • Survey on Independent Component Analysis
    • Hyvarinen A. Survey on Independent Component Analysis. Neural Comput. Surv. 1999; 2: 94-128.
    • (1999) Neural Comput. Surv. , vol.2 , pp. 94-128
    • Hyvarinen, A.1
  • 13
    • 0028416938 scopus 로고
    • Independent component analysis, a new concept?
    • P COMON.
    • P COMON. Independent component analysis, a new concept? Signal Process. 1994; 36: 287-314.
    • (1994) Signal Process. , vol.36 , pp. 287-314
  • 15
    • 0141617526 scopus 로고    scopus 로고
    • Independent component analysis for automated decomposition of in vivo magnetic resonance spectra
    • Ladroue C, Howe FA, Griffiths JR, Tate AR. Independent component analysis for automated decomposition of in vivo magnetic resonance spectra. Magn. Reson. Med. 2003; 50: 697-703.
    • (2003) Magn. Reson. Med. , vol.50 , pp. 697-703
    • Ladroue, C.1    Howe, F.A.2    Griffiths, J.R.3    Tate, A.R.4
  • 16
    • 33846994756 scopus 로고    scopus 로고
    • MRS classification based on independent component analysis and support vector machines
    • DOI 10.1109/ICHIS.2005.76, 1587799, Proceedings - HIS 2005: Fifth International Conference on Hybrid Intelligent Systems
    • Ma J, Sun ZQ. MRS classification based on independent component analysis and support vector machines. Proceedings of the 5th International Conference on Hybrid Intelligent Systems, 2005; 509-511. (Pubitemid 46251202)
    • (2005) Proceedings - HIS 2005: Fifth International Conference on Hybrid Intelligent Systems , vol.2005 , pp. 509-511
    • Jian, M.1    Zengqi, S.2
  • 20
    • 33845245954 scopus 로고    scopus 로고
    • An algorithm for the automated quantitation of metabolites in in vitro NMR signals
    • Reynolds G, Wilson M, Peet A, Arvanitis TN. An algorithm for the automated quantitation of metabolites in in vitro NMR signals. Magn. Reson. Med. 2006; 56: 1211-1219.
    • (2006) Magn. Reson. Med. , vol.56 , pp. 1211-1219
    • Reynolds, G.1    Wilson, M.2    Peet, A.3    Arvanitis, T.N.4
  • 21
    • 0034099574 scopus 로고    scopus 로고
    • Proton NMR chemical shifts and coupling constants for brain metabolites
    • DOI 10.1002/1099-1492(200005)13:3<129::AID-NBM619>3.0.CO;2-V
    • Govindaraju V, Young K, Maudsley AA. Proton NMR chemical shifts and coupling constants for brain metabolites. NMR Biomed. 2000; 13: 129-153. (Pubitemid 30414704)
    • (2000) NMR in Biomedicine , vol.13 , Issue.3 , pp. 129-153
    • Govindaraju, V.1    Young, K.2    Maudsley, A.A.3
  • 22
    • 80052896776 scopus 로고    scopus 로고
    • An introduction to the bootstrap
    • Johnson RW. An introduction to the bootstrap. Teach. Stat. 2001; 23: 49-54.
    • (2001) Teach. Stat. , vol.23 , pp. 49-54
    • Johnson, R.W.1
  • 26
    • 0041958932 scopus 로고
    • Ideal spatial adaptation by wavelet shrinkage
    • Donoho DL, Johnstone IM. Ideal spatial adaptation by wavelet shrinkage. Biometrika 1994; 81: 425-455.
    • (1994) Biometrika , vol.81 , pp. 425-455
    • Donoho, D.L.1    Johnstone, I.M.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.