Carles Arús - RankMe

27 papers B 5C 3Misc 1Journal 12Unranked 6

Year	Rank	Type	Title / Venue / Authors
2020	B	`conf`	Interpreting response to TMZ therapy in murine GL261 glioblastoma by combining Radiomics, Convex-NMF and feature selection in MRI/MRSI data analysis. IJCNN Luis Miguel Núñez, Margarida Julià-Sapé, Enrique Romero, Carles Arús, Alfredo Vellido, Ana-Paula Candiota
2016	B	`conf`	A machine learning pipeline for supporting differentiation of glioblastomas from single brain metastases. ESANN Victor Mocioiu, Nuno Miguel Pedrosa de Barros, Sandra Ortega-Martorell, Johannes Slotboom, Urspeter Knecht, Carles Arús, Alfredo Vellido, Margarida Julià-Sapé
2016	—	`conf`	Automated Quality Control for Proton Magnetic Resonance Spectroscopy Data Using Convex Non-negative Matrix Factorization. IWBBIO Victor Mocioiu, Sreenath P. Kyathanahally, Carles Arús, Alfredo Vellido, Margarida Julià-Sapé
2015	J	`jnl`	From raw data to data-analysis for magnetic resonance spectroscopy - the missing link: jMRUI2XML. BMC Bioinform. Victor Mocioiu, Sandra Ortega-Martorell, Iván Olier, Michal Jablonski, Jana Starcuková, Paulo Lisboa, Carles Arús, Margarida Julià-Sapé
2014	C	`conf`	Automatic relevance source determination in human brain tumors using Bayesian NMF. CIDM Sandra Ortega-Martorell, Iván Olier, Margarida Julià-Sapé, Carles Arús, Paulo J. G. Lisboa
2014	C	`conf`	Semi-supervised source extraction methodology for the nosological imaging of glioblastoma response to therapy. CIDM Sandra Ortega-Martorell, Iván Olier, Teresa Delgado-Goni, Magdalena Ciezka, Margarida Julià-Sapé, Paulo J. G. Lisboa, Carles Arús
2013	J	`jnl`	DCE@urLAB: a dynamic contrast-enhanced MRI pharmacokinetic analysis tool for preclinical data. BMC Bioinform. Juan E. Ortuño, María J. Ledesma-Carbayo, Rui V. Simões, Ana-Paula Candiota, Carles Arús, Andrés Santos
2012	J	`jnl`	Non-negative matrix factorisation methods for the spectral decomposition of MRS data from human brain tumours. BMC Bioinform. Sandra Ortega-Martorell, Paulo J. G. Lisboa, Alfredo Vellido, Margarida Julià-Sapé, Carles Arús
2012	J	`jnl`	Strategies for annotation and curation of translational databases: the eTUMOUR project. Database J. Biol. Databases Curation 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
2011	—	`conf`	Brain Tumor Pathological Area Delimitation through Non-negative Matrix Factorization. ICDM Workshops Sandra Ortega-Martorell, Paulo J. G. Lisboa, Alfredo Vellido, Rui V. Simões, Margarida Julià-Sapé, Carles Arús
2011	J	`jnl`	Incremental Gaussian Discriminant Analysis based on Graybill and Deal weighted combination of estimators for brain tumour diagnosis. J. Biomed. Informatics 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
2011	B	`conf`	Spectral decomposition methods for the analysis of MRS information from human brain tumors. IJCNN Sandra Ortega-Martorell, Alfredo Vellido, Paulo J. G. Lisboa, Margarida Julià-Sapé, Carles Arús
2010	J	`jnl`	Feature and model selection with discriminatory visualization for diagnostic classification of brain tumors. Neurocomputing Félix Fernando González-Navarro, Lluís A. Belanche Muñoz, Enrique Romero, Alfredo Vellido, Margarida Julià-Sapé, Carles Arús
2010	J	`jnl`	SpectraClassifier 1.0: a user friendly, automated MRS-based classifier-development system. BMC Bioinform. Sandra Ortega-Martorell, Iván Olier, Margarida Julià-Sapé, Carles Arús
2010	B	`conf`	Spectral Prototype Extraction for dimensionality reduction in brain tumour diagnosis. ESANN Sandra Ortega-Martorell, Iván Olier, Alfredo Vellido, Margarida Julià-Sapé, Carles Arús
2010	J	`jnl`	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. Alexander Pérez-Ruiz, Margarida Julià-Sapé, Guillem Mercadal, Iván Olier, Carles Majós, Carles Arús
2009	J	`jnl`	HealthAgents: distributed multi-agent brain tumor diagnosis and prognosis. Appl. Intell. 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
2009	J	`jnl`	Outlier exploration and diagnostic classification of a multi-centre Neurocomputing Alfredo Vellido, Enrique Romero, Félix Fernando González-Navarro, Lluís A. Belanche Muñoz, Margarida Julià-Sapé, Carles Arús
2008	C	`conf`	Classification, Dimensionality Reduction, and Maximally Discriminatory Visualization of a Multicentre 1H-MRS Database of Brain Tumors. ICMLA Paulo J. G. Lisboa, Enrique Romero, Alfredo Vellido, Margarida Julià-Sapé, Carles Arús
2008	—	`conf`	Exploratory Characterization of Outliers in a Multi-centre 1H-MRS Brain Tumour Dataset. KES (2) Alfredo Vellido, Margarida Julià-Sapé, Enrique Romero, Carles Arús
2008	—	`conf`	Rule-Based Assistance to Brain Tumour Diagnosis Using LR-FIR. KES (2) Àngela Nebot, Félix Castro, Alfredo Vellido, Margarida Julià-Sapé, Carles Arús
2007	J	`jnl`	Bagging Linear Sparse Bayesian Learning Models for Variable Selection in Cancer Diagnosis. IEEE Trans. Inf. Technol. Biomed. Chuan Lu, Andy Devos, Johan A. K. Suykens, Carles Arús, Sabine Van Huffel
2007	Misc	`conf`	Genomics and Metabolomics Research for Brain Tumour Diagnosis Based on Machine Learning. IWANN 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
2006	—	`conf`	On the Design of a Web-Based Decision Support System for Brain Tumour Diagnosis Using Distributed Agents. IAT Workshops 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
2004	J	`jnl`	Brain tumor classification based on long echo proton MRS signals. Artif. Intell. Medicine 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
2002	—	`conf`	Classifier Combination for In Vivo Magnetic Resonance Spectra of Brain Tumours. Multiple Classifier Systems Julià Minguillón, Anne Rosemary Tate, Carles Arús, John R. Griffiths
2002	B	`conf`	The use of LS-SVM in the classification of brain tumors based on Magnetic Resonance Spectroscopy signals. ESANN Lukas Lukas, Andy Devos, Johan A. K. Suykens, Leentje Vanhamme, Sabine Van Huffel, Anne Rosemary Tate, Carles Majós, Carles Arús