Margarida Julià-Sapé
Orcid: 0000-0002-3316-9027
According to our database1,
Margarida Julià-Sapé
authored at least 25 papers
between 2007 and 2020.
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Bibliography
2020
Interpreting response to TMZ therapy in murine GL261 glioblastoma by combining Radiomics, Convex-NMF and feature selection in MRI/MRSI data analysis.
Proceedings of the 2020 International Joint Conference on Neural Networks, 2020
2016
Automated Quality Control for Proton Magnetic Resonance Spectroscopy Data Using Convex Non-negative Matrix Factorization.
Proceedings of the Bioinformatics and Biomedical Engineering, 2016
A machine learning pipeline for supporting differentiation of glioblastomas from single brain metastases.
Proceedings of the 24th European Symposium on Artificial Neural Networks, 2016
2015
From raw data to data-analysis for magnetic resonance spectroscopy - the missing link: jMRUI2XML.
BMC Bioinform., 2015
2014
Proceedings of the 2014 IEEE Symposium on Computational Intelligence and Data Mining, 2014
Semi-supervised source extraction methodology for the nosological imaging of glioblastoma response to therapy.
Proceedings of the 2014 IEEE Symposium on Computational Intelligence and Data Mining, 2014
2012
Non-negative matrix factorisation methods for the spectral decomposition of MRS data from human brain tumours.
BMC Bioinform., 2012
Strategies for annotation and curation of translational databases: the eTUMOUR project.
Database J. Biol. Databases Curation, 2012
2011
Incremental Gaussian Discriminant Analysis based on Graybill and Deal weighted combination of estimators for brain tumour diagnosis.
J. Biomed. Informatics, 2011
On the relevance of automatically selected single-voxel MRS and multimodal MRI and MRSI features for brain tumour differentiation.
Comput. Biol. Medicine, 2011
Spectral decomposition methods for the analysis of MRS information from human brain tumors.
Proceedings of the 2011 International Joint Conference on Neural Networks, 2011
Brain Tumor Pathological Area Delimitation through Non-negative Matrix Factorization.
Proceedings of the Data Mining Workshops (ICDMW), 2011
2010
Feature and model selection with discriminatory visualization for diagnostic classification of brain tumors.
Neurocomputing, 2010
The INTERPRET Decision-Support System version 3.0 for evaluation of Magnetic Resonance Spectroscopy data from human brain tumours and other abnormal brain masses.
BMC Bioinform., 2010
SpectraClassifier 1.0: a user friendly, automated MRS-based classifier-development system.
BMC Bioinform., 2010
Spectral Prototype Extraction for dimensionality reduction in brain tumour diagnosis.
Proceedings of the 18th European Symposium on Artificial Neural Networks, 2010
2009
Outlier exploration and diagnostic classification of a multi-centre <sup>1</sup>H-MRS brain tumour database.
Neurocomputing, 2009
Appl. Intell., 2009
Proceedings of the Bio-Inspired Systems: Computational and Ambient Intelligence, 2009
2008
Exploratory Characterization of Outliers in a Multi-centre 1H-MRS Brain Tumour Dataset.
Proceedings of the Knowledge-Based Intelligent Information and Engineering Systems, 2008
Proceedings of the Knowledge-Based Intelligent Information and Engineering Systems, 2008
Classification, Dimensionality Reduction, and Maximally Discriminatory Visualization of a Multicentre 1H-MRS Database of Brain Tumors.
Proceedings of the Seventh International Conference on Machine Learning and Applications, 2008
DSS-oriented exploration of a multi-centre magnetic resonance spectroscopy brain tumour dataset through visualization.
Proceedings of the 16th European Symposium on Artificial Neural Networks, 2008
2007
Genomics and Metabolomics Research for Brain Tumour Diagnosis Based on Machine Learning.
Proceedings of the Computational and Ambient Intelligence, 2007
Proceedings of the 20th IEEE International Symposium on Computer-Based Medical Systems (CBMS 2007), 2007