DSS-oriented exploration of a multi-centre magnetic resonance spectroscopy brain tumour dataset through visualization

ESANN 2008 Proceedings, 16th European Symposium on Artificial Neural Networks - Advances in Computational Intelligence and Learning

Volumn , Issue , 2008, Pages 95-100

  Romero, Enrique ^a   Julià Sapé, Margarida ^b,c   Vellido, Alfredo ^a  

^a UNIVERSITAT POLITÈCNICA DE CATALUNYA   (Spain)

^b BIOMATERIALES Y NANOMEDICINA CIBER BBN   (Spain)

^c UNIVERSITAT AUTÒNOMA DE BARCELONA   (Spain)

Author keywords

[No Author keywords available]

Indexed keywords

BIOCHEMICAL INFORMATION; BRAIN TUMOURS; COMPUTER-BASED SUPPORT; EXPERT OPINION; HIGH DIMENSIONALITY; MAGNETIC RESONANCE SPECTROSCOPIES (MRS); MEDICAL DECISION SUPPORT SYSTEM; NONINVASIVE TECHNIQUE;

BRAIN; DECISION SUPPORT SYSTEMS; DIAGNOSIS; MAGNETIC RESONANCE IMAGING; MAGNETIC RESONANCE SPECTROSCOPY; NEURAL NETWORKS; TUMORS; VISUALIZATION;

DATA VISUALIZATION;

EID: 84886994805     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (5)

1. M. Julià-Sapé et al. A multi-centre, web-accessible and quality control-checked database of in vivo MR spectra of brain tumour patients. Magn. Reson. Mater. Phy., 19:22-33, 2006.
2. A. Vellido and P.J.G. Lisboa, Handling outliers in brain tumour MRS data analysis through robust topographic mapping, Comput. Biol. Med., 36:1049-1063, 2006.
3. A.R. Tate et al., Automated classification of short echo time in vivo 1H brain tumor spectra: a multicenter study, Magn. Reson. Med. 49: 29-36, 2003.
4. A. Devos et al., Classification of brain tumours using short echo time 1H MR spectra, J. Magn. Reson., 170:164-175, 2004.
5. J.W. Sammon Jr, A nonlinear mapping for data structure analysis, IEEE T. Comput., C-18:401-409, 1969.