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Carles Arús
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2020 – today
- 2020
- [c15]Luis Miguel Núñez, Margarida Julià-Sapé, Enrique Romero, Carles Arús, Alfredo Vellido, Ana-Paula Candiota:
Interpreting response to TMZ therapy in murine GL261 glioblastoma by combining Radiomics, Convex-NMF and feature selection in MRI/MRSI data analysis. IJCNN 2020: 1-8
2010 – 2019
- 2016
- [c14]Victor Mocioiu, Nuno Miguel Pedrosa de Barros, Sandra Ortega-Martorell, Johannes Slotboom, Urspeter Knecht, Carles Arús, Alfredo Vellido, Margarida Julià-Sapé:
A machine learning pipeline for supporting differentiation of glioblastomas from single brain metastases. ESANN 2016 - [c13]Victor Mocioiu, Sreenath P. Kyathanahally, Carles Arús, Alfredo Vellido, Margarida Julià-Sapé:
Automated Quality Control for Proton Magnetic Resonance Spectroscopy Data Using Convex Non-negative Matrix Factorization. IWBBIO 2016: 719-727 - 2015
- [j12]Victor Mocioiu, Sandra Ortega-Martorell, Iván Olier, Michal Jablonski, Jana Starcuková, Paulo Lisboa, Carles Arús, Margarida Julià-Sapé:
From raw data to data-analysis for magnetic resonance spectroscopy - the missing link: jMRUI2XML. BMC Bioinform. 16: 378:1-378:11 (2015) - 2014
- [c12]Sandra Ortega-Martorell, Iván Olier, Teresa Delgado-Goni, Magdalena Ciezka, Margarida Julià-Sapé, Paulo J. G. Lisboa, Carles Arús:
Semi-supervised source extraction methodology for the nosological imaging of glioblastoma response to therapy. CIDM 2014: 93-98 - [c11]Sandra Ortega-Martorell, Iván Olier, Margarida Julià-Sapé, Carles Arús, Paulo J. G. Lisboa:
Automatic relevance source determination in human brain tumors using Bayesian NMF. CIDM 2014: 99-104 - 2013
- [j11]Juan E. Ortuño, María J. Ledesma-Carbayo, Rui V. Simões, Ana-Paula Candiota, Carles Arús, Andrés Santos:
DCE@urLAB: a dynamic contrast-enhanced MRI pharmacokinetic analysis tool for preclinical data. BMC Bioinform. 14: 316 (2013) - 2012
- [j10]Margarida Julià-Sapé, Miguel Lurgi, Mariola Mier, Francesc Estanyol, Xavier Rafael Palou, Ana-Paula Candiota, Anna Barceló, Alina García, M. Carmen Martínez-Bisbal, Rubén Ferrer-Luna, Àngel Moreno-Torres, Bernardo Celda, Carles Arús:
Strategies for annotation and curation of translational databases: the eTUMOUR project. Database J. Biol. Databases Curation 2012 (2012) - [j9]Sandra Ortega-Martorell, Paulo J. G. Lisboa, Alfredo Vellido, Margarida Julià-Sapé, Carles Arús:
Non-negative matrix factorisation methods for the spectral decomposition of MRS data from human brain tumours. BMC Bioinform. 13: 38 (2012) - 2011
- [j8]Salvador Tortajada, Elies Fuster-García, 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 Martínez-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. J. Biomed. Informatics 44(4): 677-687 (2011) - [c10]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 - [c9]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 - 2010
- [j7]Sandra Ortega-Martorell, Iván Olier, Margarida Julià-Sapé, Carles Arús:
SpectraClassifier 1.0: a user friendly, automated MRS-based classifier-development system. BMC Bioinform. 11: 106 (2010) - [j6]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 Bioinform. 11: 581 (2010) - [j5]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) - [c8]Sandra Ortega-Martorell, Iván Olier, Alfredo Vellido, Margarida Julià-Sapé, Carles Arús:
Spectral Prototype Extraction for dimensionality reduction in brain tumour diagnosis. ESANN 2010
2000 – 2009
- 2009
- [j4]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) - [j3]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
- [c7]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 - [c6]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 - [c5]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
- [j2]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 Trans. Inf. Technol. Biomed. 11(3): 338-347 (2007) - [c4]Juan Miguel García-Gómez, Salvador Tortajada, Javier Vicente, Carlos Sáez, Xavier Castells, Jan Luts, Margarida Julià-Sapé, Alfons Juan-Císcar, Sabine Van Huffel, Anna Barceló, Joaquín Ariño, Carles Arús, Montserrat Robles:
Genomics and Metabolomics Research for Brain Tumour Diagnosis Based on Machine Learning. IWANN 2007: 1012-1019 - 2006
- [c3]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
- [j1]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. Artif. Intell. Medicine 31(1): 73-89 (2004) - 2002
- [c2]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 - [c1]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
Coauthor Index
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