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Margarida Julià-Sapé
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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
- [j10]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 - 2012
- [j9]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) - [j8]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
- [j7]Geert J. Postma, Jan Luts, Albert J. Idema, Margarida Julià-Sapé
, Àngel Moreno-Torres, Witek Gajewicz, Johan A. K. Suykens
, Arend Heerschap, Sabine Van Huffel, Lutgarde M. C. Buydens:
On the relevance of automatically selected single-voxel MRS and multimodal MRI and MRSI features for brain tumour differentiation. Comput. Biol. Medicine 41(2): 87-97 (2011) - [j6]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
- [j5]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) - [j4]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) - [j3]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
- [j2]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) - [j1]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) - [c7]Javier Vicente
, Juan Miguel García-Gómez, Salvador Tortajada, Alfredo T. Navarro, Franklyn A. Howe, Andrew Peet
, Margarida Julià-Sapé
, Bernardo Celda, Pieter Wesseling, Magí Lluch i Ariet
, Montserrat Robles:
Ranking of Brain Tumour Classifiers Using a Bayesian Approach. IWANN (1) 2009: 1005-1012 - 2008
- [c6]Enrique Romero, Margarida Julià-Sapé, Alfredo Vellido:
DSS-oriented exploration of a multi-centre magnetic resonance spectroscopy brain tumour dataset through visualization. ESANN 2008: 95-100 - [c5]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 - [c4]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 - [c3]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
- [c2]Madalina Croitoru, Bo Hu, Srinandan Dasmahapatra
, Paul H. Lewis, David Dupplaw, Alex Gibb, Margarida Julià-Sapé
, Javier Vicente
, Carlos Sáez
, Juan Miguel García-Gómez, Roman Roset, Francesc Estanyol, Xavier Rafael Palou, Mariola Mier:
Conceptual Graphs Based Information Retrieval in HealthAgents. CBMS 2007: 618-623 - [c1]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
Coauthor Index
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last updated on 2024-04-24 23:12 CEST by the dblp team
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