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Volumn 4507 LNCS, Issue , 2007, Pages 1012-1019

Genomics and metabolomics research for brain tumour diagnosis based on machine learning

Author keywords

[No Author keywords available]

Indexed keywords

BIOMEDICAL ENGINEERING; BRAIN; DNA; LEARNING SYSTEMS; METABOLISM; MICROARRAYS; TUMORS;

EID: 38049184923     PISSN: 03029743     EISSN: 16113349     Source Type: Book Series    
DOI: 10.1007/978-3-540-73007-1_122     Document Type: Conference Paper
Times cited : (4)

References (10)
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    • 1H MR spectroscopy of brain tumours and masses
    • Howe, F.A., Opstad, K.S.: 1H MR spectroscopy of brain tumours and masses. NMR Biomed 16(3), 123-131 (2003)
    • (2003) NMR Biomed , vol.16 , Issue.3 , pp. 123-131
    • Howe, F.A.1    Opstad, K.S.2
  • 3
    • 33745402707 scopus 로고    scopus 로고
    • Tate, A.R., Underwood, J., Acosta, D.M., Julia-Sape, M., Majos, C., Moreno-Torres, A., Howe, F.A., van der Graaf, M., Lefournier, V., Murphy, M.M., Loosemore, A., Ladroue, C., Wesseling, P., Luc Bosson, J., Cabanas, M.E., Simonetti, A.W., Gajewicz, W., Calvar, J., Capdevila, A., Wilkins, P.R., Bell, B.A., Remy, C., Heerschap, A., Watson, D., Griffiths, J.R., Arús, C.: Development of a decision support system for diagnosis and grading of brain tumours using in vivo magnetic resonance single voxel spectra. NMR Biomed 19(4), 411-434(2006)
    • Tate, A.R., Underwood, J., Acosta, D.M., Julia-Sape, M., Majos, C., Moreno-Torres, A., Howe, F.A., van der Graaf, M., Lefournier, V., Murphy, M.M., Loosemore, A., Ladroue, C., Wesseling, P., Luc Bosson, J., Cabanas, M.E., Simonetti, A.W., Gajewicz, W., Calvar, J., Capdevila, A., Wilkins, P.R., Bell, B.A., Remy, C., Heerschap, A., Watson, D., Griffiths, J.R., Arús, C.: Development of a decision support system for diagnosis and grading of brain tumours using in vivo magnetic resonance single voxel spectra. NMR Biomed 19(4), 411-434(2006)
  • 5
    • 38049158334 scopus 로고    scopus 로고
    • Modelling of magnetic resonance spectra using mixtures for binned and truncated data
    • Springer-Verlag (ed, Proceedings of the 1st Iberian Conference on Pattern Recognition and Image Analysis IbPRIA, Girona, Spain, Springer, Heidelberg
    • Garcia-Gomez, J.M., Robles, M., Huffel, S.V., Juan-Ciscar, A.: Modelling of magnetic resonance spectra using mixtures for binned and truncated data. In: Springer-Verlag (ed.) Proceedings of the 1st Iberian Conference on Pattern Recognition and Image Analysis (IbPRIA), Girona, Spain. Lecture Notes in Computer Science Series, Springer, Heidelberg (2007)
    • (2007) Lecture Notes in Computer Science Series
    • Garcia-Gomez, J.M.1    Robles, M.2    Huffel, S.V.3    Juan-Ciscar, A.4
  • 7
    • 38049180617 scopus 로고    scopus 로고
    • Tortajada, S., García-Gómez, J.M., Vidal, C, Ar-s, C, Juliá-Sapé, M., Moreno, A., Robles, M.: Improved classification by pattern recognition of brain tumours combining long and short echo time 1h-mr spectra. In: SpringerLink. (ed.) Book of Abstracts ESMRMB 2006, - Supplement 1, Journal Magnetic Resonance Materials in Physics, Biology and Medicine, 19, pp. 168-169 (2006)
    • Tortajada, S., García-Gómez, J.M., Vidal, C, Ar-s, C, Juliá-Sapé, M., Moreno, A., Robles, M.: Improved classification by pattern recognition of brain tumours combining long and short echo time 1h-mr spectra. In: SpringerLink. (ed.) Book of Abstracts ESMRMB 2006, - Supplement 1, Journal Magnetic Resonance Materials in Physics, Biology and Medicine, vol. 19, pp. 168-169 (2006)
  • 8
    • 33644534475 scopus 로고    scopus 로고
    • A multi-centre, web-accessible and quality control-checked database of in vivo MR spectra of brain tumour patients
    • Julia-Sape, M., Acosta, D., Mier, M., Arus, C., Watson, D.: A multi-centre, web-accessible and quality control-checked database of in vivo MR spectra of brain tumour patients. Magn. Reson Mater Phy. 19(1), 22-33 (2006)
    • (2006) Magn. Reson Mater Phy , vol.19 , Issue.1 , pp. 22-33
    • Julia-Sape, M.1    Acosta, D.2    Mier, M.3    Arus, C.4    Watson, D.5
  • 9
    • 38049119474 scopus 로고    scopus 로고
    • INTERPRET Consortium:, Accessed: 27 January 2007
    • INTERPRET Consortium: Interpret web site. (Accessed: 27 January 2007) http://azizu.uab.es/INTERPRET/
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  • 10
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    • García-Gómez, J.M., Vidal-Fernández, C., Robles-Viejo, M.: Preliminary choice of pattern recognition techniques and methodology, discussion on implementation details. Technical report, BET-IM, Univerdidad Politécnica de Valencia (2005)
    • García-Gómez, J.M., Vidal-Fernández, C., Robles-Viejo, M.: Preliminary choice of pattern recognition techniques and methodology, discussion on implementation details. Technical report, BET-IM, Univerdidad Politécnica de Valencia (2005)


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