SpectraClassifier 1.0: a user friendly, automated MRS-based classifier-development system

por Ortega-Martorell, Sandra, Olier, Iván, Julià-Sapé, Margarida, Arús, Carles
Publicado 2010

Non-negative matrix factorisation methods for the spectral decomposition of MRS data from human brain tumours

por Ortega-Martorell, Sandra, Lisboa, Paulo JG, Vellido, Alfredo, Julià-Sapé, Margarida, Arús, Carles
Publicado 2012

Using Single-Voxel Magnetic Resonance Spectroscopy Data Acquired at 1.5T to Classify Multivoxel Data at 3T: A Proof-of-Concept Study

por Ungan, Gülnur, Pons-Escoda, Albert, Ulinic, Daniel, Arús, Carles, Vellido, Alfredo, Julià-Sapé, Margarida
Publicado 2023

The INTERPRET Decision-Support System version 3.0 for evaluation of Magnetic Resonance Spectroscopy data from human brain tumours and other abnormal brain masses

por Pérez-Ruiz, Alexander, Julià-Sapé, Margarida, Mercadal, Guillem, Olier, Iván, Majós, Carles, Arús, Carles
Publicado 2010

Embedding MRI information into MRSI data source extraction improves brain tumour delineation in animal models

por Ortega-Martorell, Sandra, Candiota, Ana Paula, Thomson, Ryan, Riley, Patrick, Julia-Sape, Margarida, Olier, Ivan
Publicado 2019

From raw data to data-analysis for magnetic resonance spectroscopy – the missing link: jMRUI2XML

por Mocioiu, Victor, Ortega-Martorell, Sandra, Olier, Iván, Jablonski, Michal, Starcukova, Jana, Lisboa, Paulo, Arús, Carles, Julià-Sapé, Margarida
Publicado 2015

Convex Non-Negative Matrix Factorization for Brain Tumor Delimitation from MRSI Data

por Ortega-Martorell, Sandra, Lisboa, Paulo J. G., Vellido, Alfredo, Simões, Rui V., Pumarola, Martí, Julià-Sapé, Margarida, Arús, Carles
Publicado 2012

Metabolomics of Therapy Response in Preclinical Glioblastoma: A Multi-Slice MRSI-Based Volumetric Analysis for Noninvasive Assessment of Temozolomide Treatment

por Arias-Ramos, Nuria, Ferrer-Font, Laura, Lope-Piedrafita, Silvia, Mocioiu, Victor, Julià-Sapé, Margarida, Pumarola, Martí, Arús, Carles, Candiota, Ana Paula
Publicado 2017

Unraveling response to temozolomide in preclinical GL261 glioblastoma with MRI/MRSI using radiomics and signal source extraction

por Núñez, Luis Miguel, Romero, Enrique, Julià-Sapé, Margarida, Ledesma-Carbayo, María Jesús, Santos, Andrés, Arús, Carles, Candiota, Ana Paula, Vellido, Alfredo
Publicado 2020

Brain metabolic pattern analysis using a magnetic resonance spectra classification software in experimental stroke

por Jiménez-Xarrié, Elena, Davila, Myriam, Candiota, Ana Paula, Delgado-Mederos, Raquel, Ortega-Martorell, Sandra, Julià-Sapé, Margarida, Arús, Carles, Martí-Fàbregas, Joan
Publicado 2017

Robust Conditional Independence maps of single-voxel Magnetic Resonance Spectra to elucidate associations between brain tumours and metabolites

por Casaña-Eslava, Raúl Vicente, Ortega-Martorell, Sandra, Lisboa, Paulo J., Candiota, Ana Paula, Julià-Sapé, Margarida, Martín-Guerrero, José David, Jarman, Ian H.
Publicado 2020

Improving the classification of brain tumors in mice with perturbation enhanced (PE)-MRSI

por Simões, Rui V, Ortega-Martorell, Sandra, Delgado-Goñi, Teresa, le Fur, Yann, Pumarola, Marti, Candiota, Ana P, Cozzone, Patrick J, Juliá-Sapè, Margarida, Arús, Carles
Publicado 2010

A Novel Semi-Supervised Methodology for Extracting Tumor Type-Specific MRS Sources in Human Brain Data

por Ortega-Martorell, Sandra, Ruiz, Héctor, Vellido, Alfredo, Olier, Iván, Romero, Enrique, Julià-Sapé, Margarida, Martín, José D., Jarman, Ian H., Arús, Carles, Lisboa, Paulo J. G.
Publicado 2013

Strategies for annotation and curation of translational databases: the eTUMOUR project

por Julià-Sapé, Margarida, Lurgi, Miguel, Mier, Mariola, Estanyol, Francesc, Rafael, Xavier, Candiota, Ana Paula, Barceló, Anna, García, Alina, Martínez-Bisbal, M. Carmen, Ferrer-Luna, Rubén, Moreno-Torres, Àngel, Celda, Bernardo, Arús, Carles
Publicado 2012

Multiproject–multicenter evaluation of automatic brain tumor classification by magnetic resonance spectroscopy

por García-Gómez, Juan M., Luts, Jan, Julià-Sapé, Margarida, Krooshof, Patrick, Tortajada, Salvador, Robledo, Javier Vicente, Melssen, Willem, Fuster-García, Elies, Olier, Iván, Postma, Geert, Monleón, Daniel, Moreno-Torres, Àngel, Pujol, Jesús, Candiota, Ana-Paula, Martínez-Bisbal, M. Carmen, Suykens, Johan, Buydens, Lutgarde, Celda, Bernardo, Van Huffel, Sabine, Arús, Carles, Robles, Montserrat
Publicado 2008