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On the relevance of automatically selected single-voxel MRS and multimodal MRI and MRSI features for brain tumour differentiation.

, , , , , , , , , and . Comput. Biol. Medicine, 41 (2): 87-97 (2011)

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Classification, Dimensionality Reduction, and Maximally Discriminatory Visualization of a Multicentre 1H-MRS Database of Brain Tumors., , , , and . ICMLA, page 613-618. IEEE Computer Society, (2008)Incremental Gaussian Discriminant Analysis based on Graybill and Deal weighted combination of estimators for brain tumour diagnosis., , , , , , , , , and 8 other author(s). J. Biomed. Informatics, 44 (4): 677-687 (2011)Non-negative matrix factorisation methods for the spectral decomposition of MRS data from human brain tumours., , , , and . BMC Bioinform., (2012)Genomics and Metabolomics Research for Brain Tumour Diagnosis Based on Machine Learning., , , , , , , , , and 3 other author(s). IWANN, volume 4507 of Lecture Notes in Computer Science, page 1012-1019. Springer, (2007)Feature and model selection with discriminatory visualization for diagnostic classification of brain tumors., , , , , and . Neurocomputing, 73 (4-6): 622-632 (2010)Rule-Based Assistance to Brain Tumour Diagnosis Using LR-FIR., , , , and . KES (2), volume 5178 of Lecture Notes in Computer Science, page 173-180. Springer, (2008)DSS-oriented exploration of a multi-centre magnetic resonance spectroscopy brain tumour dataset through visualization., , and . ESANN, page 95-100. (2008)Automated Quality Control for Proton Magnetic Resonance Spectroscopy Data Using Convex Non-negative Matrix Factorization., , , , and . IWBBIO, volume 9656 of Lecture Notes in Computer Science, page 719-727. Springer, (2016)Ranking of Brain Tumour Classifiers Using a Bayesian Approach., , , , , , , , , and 1 other author(s). IWANN (1), volume 5517 of Lecture Notes in Computer Science, page 1005-1012. Springer, (2009)On the relevance of automatically selected single-voxel MRS and multimodal MRI and MRSI features for brain tumour differentiation., , , , , , , , , and . Comput. Biol. Medicine, 41 (2): 87-97 (2011)