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List of works by Margarida Julià-Sapé

A multi-centre, web-accessible and quality control-checked database of in vivo MR spectra of brain tumour patients.

scientific article published on 14 February 2006

A novel semi-supervised methodology for extracting tumor type-specific MRS sources in human brain data

scientific article (publication date: 2013)

Anti-tumour immune response in GL261 glioblastoma generated by Temozolomide Immune-Enhancing Metronomic Schedule monitored with MRSI-based nosological images

scientific article published on 11 January 2020

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

scientific article

Cancer metabolism in a snapshot: MRS(I)

scientific article published on 11 January 2019

Classification of brain tumours from MR spectra: the INTERPRET collaboration and its outcomes

scientific article published on 22 December 2015

Classification of brain tumours from MR spectra: the INTERPRET collaboration and its outcomes.

scientific article

Comparison between neuroimaging classifications and histopathological diagnoses using an international multicenter brain tumor magnetic resonance imaging database.

scientific article published on July 2006

Compatibility between 3T 1H SV-MRS data and automatic brain tumour diagnosis support systems based on databases of 1.5T 1H SV-MRS spectra.

scientific article

Convex non-negative matrix factorization for brain tumor delimitation from MRSI data

scientific article

Development of a decision support system for diagnosis and grading of brain tumours using in vivo magnetic resonance single voxel spectra.

scientific article published in June 2006

Development of a predictor for human brain tumors based on gene expression values obtained from two types of microarray technologies.

scientific article published in April 2010

Development of robust discriminant equations for assessing subtypes of glioblastoma biopsies

scientific article

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

scientific article published on 15 August 2019

Extraction of artefactual MRS patterns from a large database using non-negative matrix factorization

scientific article published on 02 December 2019

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

scientific article

HealthAgents: distributed multi-agent brain tumor diagnosis and prognosis

article

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

scientific article published on 23 December 2011

Incremental Gaussian Discriminant Analysis based on Graybill and Deal weighted combination of estimators for brain tumour diagnosis.

scientific article

MRS quality assessment in a multicentre study on MRS-based classification of brain tumours

scientific article

MRSI-based molecular imaging of therapy response to temozolomide in preclinical glioblastoma using source analysis.

scientific article published on 8 April 2016

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

scientific article

Metronomic treatment in immunocompetent preclinical GL261 glioblastoma: effects of cyclophosphamide and temozolomide

scientific article published in June 2017

Molecular imaging coupled to pattern recognition distinguishes response to temozolomide in preclinical glioblastoma

scientific article published on 10 September 2014

Multicentre evaluation of the INTERPRET decision support system 2.0 for brain tumour classification

scientific article published on 18 July 2014

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

scientific article

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

scientific article

On the relevance of automatically selected single-voxel MRS and multimodal MRI and MRSI features for brain tumour differentiation

scientific article published in February 2011

Prospective diagnostic performance evaluation of single-voxel 1H MRS for typing and grading of brain tumours

scientific article

Proton MR spectroscopy improves discrimination between tumor and pseudotumoral lesion in solid brain masses

scientific article

Proton MR spectroscopy provides relevant prognostic information in high-grade astrocytomas

scientific article published on 28 October 2010

Quality of clinical brain tumor MR spectra judged by humans and machine learning tools.

scientific article published on 10 October 2017

Ranking of Brain Tumour Classifiers Using a Bayesian Approach

Robust discrimination of glioblastomas from metastatic brain tumors on the basis of single-voxel (1)H MRS.

scientific article published on 13 November 2011

Robustness of equations that define molecular subtypes of glioblastoma tumors based on five transcripts measured by RT-PCR

scientific article

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

scientific article

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

scientific article

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

scientific article

The effect of combining two echo times in automatic brain tumor classification by MRS.

scientific article published on November 2008

Usefulness of Proton Magnetic Resonance Spectroscopy in the Clinical Management of Brain Tumors

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