 | 2011 |
| 18 |  | Sandra Ortega-Martorell,
Paulo J. G. Lisboa,
Alfredo Vellido,
Rui V. Simões,
Margarida Julià-Sapé,
Carles Arús:
Brain Tumor Pathological Area Delimitation through Non-negative Matrix Factorization.
ICDM Workshops 2011: 1058-1063 |
| 17 |  | Sandra Ortega-Martorell,
Alfredo Vellido,
Paulo J. G. Lisboa,
Margarida Julià-Sapé,
Carles Arús:
Spectral decomposition methods for the analysis of MRS information from human brain tumors.
IJCNN 2011: 3279-3284 |
| 16 |  | Salvador Tortajada,
Elies Fuster-Garcia,
Javier Vicente,
Pieter Wesseling,
Franklyn A. Howe,
Margarida Julià-Sapé,
Ana-Paula Candiota,
Daniel Monleón,
Àngel Moreno-Torres,
Jesús Pujol,
John R. Griffiths,
Alan Wright,
Andrew Peet,
M. Carmen Martinez-Bisbal,
Bernardo Celda,
Carles Arús,
Montserrat Robles,
Juan Miguel García-Gómez:
Incremental Gaussian Discriminant Analysis based on Graybill and Deal weighted combination of estimators for brain tumour diagnosis.
Journal of Biomedical Informatics 44(4): 677-687 (2011) |
| 2010 |
| 15 |  | Sandra Ortega-Martorell,
Iván Olier,
Alfredo Vellido,
Margarida Julià-Sapé,
Carles Arús:
Spectral Prototype Extraction for dimensionality reduction in brain tumour diagnosis.
ESANN 2010 |
| 14 |  | Sandra Ortega-Martorell,
Iván Olier,
Margarida Julià-Sapé,
Carles Arús:
SpectraClassifier 1.0: a user friendly, automated MRS-based classifier-development system.
BMC Bioinformatics 11: 106 (2010) |
| 13 |  | Alexander Pérez-Ruiz,
Margarida Julià-Sapé,
Guillem Mercadal,
Iván Olier,
Carles Majós,
Carles Arús:
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 Bioinformatics 11: 581 (2010) |
| 12 |  | Félix Fernando González-Navarro,
Lluís A. Belanche Muñoz,
Enrique Romero,
Alfredo Vellido,
Margarida Julià-Sapé,
Carles Arús:
Feature and model selection with discriminatory visualization for diagnostic classification of brain tumors.
Neurocomputing 73(4-6): 622-632 (2010) |
| 2009 |
| 11 |  | Horacio González-Vélez,
Mariola Mier,
Margarida Julià-Sapé,
Theodoros N. Arvanitis,
Juan Miguel García-Gómez,
Montserrat Robles,
Paul H. Lewis,
Srinandan Dasmahapatra,
David Dupplaw,
Andrew Peet,
Carles Arús,
Bernardo Celda,
Sabine Van Huffel,
Magí Lluch i Ariet:
HealthAgents: distributed multi-agent brain tumor diagnosis and prognosis.
Appl. Intell. 30(3): 191-202 (2009) |
| 10 |  | Alfredo Vellido,
Enrique Romero,
Félix Fernando González-Navarro,
Lluís A. Belanche Muñoz,
Margarida Julià-Sapé,
Carles Arús:
Outlier exploration and diagnostic classification of a multi-centre 1H-MRS brain tumour database.
Neurocomputing 72(13-15): 3085-3097 (2009) |
| 2008 |
| 9 |  | Paulo J. G. Lisboa,
Enrique Romero,
Alfredo Vellido,
Margarida Julià-Sapé,
Carles Arús:
Classification, Dimensionality Reduction, and Maximally Discriminatory Visualization of a Multicentre 1H-MRS Database of Brain Tumors.
ICMLA 2008: 613-618 |
| 8 |  | Àngela Nebot,
Félix Castro,
Alfredo Vellido,
Margarida Julià-Sapé,
Carles Arús:
Rule-Based Assistance to Brain Tumour Diagnosis Using LR-FIR.
KES (2) 2008: 173-180 |
| 7 |  | Alfredo Vellido,
Margarida Julià-Sapé,
Enrique Romero,
Carles Arús:
Exploratory Characterization of Outliers in a Multi-centre 1H-MRS Brain Tumour Dataset.
KES (2) 2008: 189-196 |
| 2007 |
| 6 |  | Juan Miguel García-Gómez,
Salvador Tortajada,
Javier Vicente,
Carlos Sáez,
Xavier Castells,
Jan Luts,
Margarida Julià-Sapé,
Alfons Juan-Císcar,
Sabine Van Huffel,
Anna Barcelo,
Joaquín Ariño,
Carles Arús,
Montserrat Robles:
Genomics and Metabolomics Research for Brain Tumour Diagnosis Based on Machine Learning.
IWANN 2007: 1012-1019 |
| 5 |  | Chuan Lu,
Andy Devos,
Johan A. K. Suykens,
Carles Arús,
Sabine Van Huffel:
Bagging Linear Sparse Bayesian Learning Models for Variable Selection in Cancer Diagnosis.
IEEE Transactions on Information Technology in Biomedicine 11(3): 338-347 (2007) |
| 2006 |
| 4 |  | Carles Arús,
Bernardo Celda,
Srinandan Dasmahapatra,
David Dupplaw,
Horacio González-Vélez,
Sabine Van Huffel,
Paul H. Lewis,
Magí Lluch i Ariet,
Mariola Mier,
Andrew Peet,
Montserrat Robles:
On the Design of a Web-Based Decision Support System for Brain Tumour Diagnosis Using Distributed Agents.
IAT Workshops 2006: 208-211 |
| 2004 |
| 3 |  | Lukas Lukas,
Andy Devos,
Johan A. K. Suykens,
Leentje Vanhamme,
Franklyn A. Howe,
Carles Majós,
Àngel Moreno-Torres,
M. Van Der Graaf,
Anne Rosemary Tate,
Carles Arús,
Sabine Van Huffel:
Brain tumor classification based on long echo proton MRS signals.
Artificial Intelligence in Medicine 31(1): 73-89 (2004) |
| 2002 |
| 2 |  | Lukas Lukas,
Andy Devos,
Johan A. K. Suykens,
Leentje Vanhamme,
Sabine Van Huffel,
Anne Rosemary Tate,
Carles Majós,
Carles Arús:
The use of LS-SVM in the classification of brain tumors based on Magnetic Resonance Spectroscopy signals.
ESANN 2002: 131-136 |
| 1 |  | Julià Minguillón,
Anne Rosemary Tate,
Carles Arús,
John R. Griffiths:
Classifier Combination for In Vivo Magnetic Resonance Spectra of Brain Tumours.
Multiple Classifier Systems 2002: 282-292 |