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Early pseudoprogression and progression lesions in glioblastoma patients are both metabolically heterogeneous

NMR in biomedicine, 2024-04, Vol.37 (4), p.e5095-n/a

2024

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Advances in the Use of Deep Learning for the Analysis of Magnetic Resonance Image in Neuro-Oncology

Cancers, 2024-01, Vol.16 (2), p.300

2024

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Metabolic changes in preclinical AD as detected by magnetic resonance spectroscopy

Alzheimer's & dementia, 2023-12, Vol.19 (S14), p.n/a

2023

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A comparison of non‐negative matrix underapproximation methods for the decomposition of magnetic resonance spectroscopy data from human brain tumors

NMR in biomedicine, 2023-12, Vol.36 (12), p.e5020-e5020

2023

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

Cancers, 2023-07, Vol.15 (14), p.3709

2023

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

NMR in biomedicine, 2022-04, Vol.35 (4), p.e4193-n/a

2022

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

Scientific reports, 2020-11, Vol.10 (1), p.19699, Article 19699

2020

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

PloS one, 2020-07, Vol.15 (7), p.e0235057-e0235057

2020

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

NMR in biomedicine, 2020-04, Vol.33 (4), p.e4229-n/a

2020

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Interpreting response to TMZ therapy in murine GL261 glioblastoma by combining Radiomics, Convex-NMF and feature selection in MRI/MRSI data analysis

2020 International Joint Conference on Neural Networks (IJCNN), 2020, p.1-8

2020

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Cancer metabolism in a snapshot: MRS(I)

NMR in biomedicine, 2019-10, Vol.32 (10), p.e4054-n/a

2019

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

PloS one, 2019-08, Vol.14 (8), p.e0220809-e0220809

2019

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

Magnetic resonance in medicine, 2018-05, Vol.79 (5), p.2500-2510

2018

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

NMR in biomedicine, 2017-09, Vol.30 (9), p.n/a

2017

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

Metabolites, 2017-05, Vol.7 (2), p.20

2017

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

BMC neuroscience, 2017-01, Vol.18 (1), p.13-13, Article 13

2017

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

NMR in biomedicine, 2016-03, Vol.29 (3), p.371-371

2016

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Automated Quality Control for Proton Magnetic Resonance Spectroscopy Data Using Convex Non-negative Matrix Factorization

Bioinformatics and Biomedical Engineering, 2016, p.719-727

2016

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

NMR in biomedicine, 2015-12, Vol.28 (12), p.1772-1787

2015

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

BMC bioinformatics, 2015-11, Vol.16 (373), p.378-378, Article 378

2015

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

Omics (Larchmont, N.Y.), 2015-01, Vol.19 (1), p.41-51

2015

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Semi-supervised source extraction methodology for the nosological imaging of glioblastoma response to therapy

2014 IEEE Symposium on Computational Intelligence and Data Mining (CIDM), 2014, p.93-98

2014

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Automatic relevance source determination in human brain tumors using Bayesian NMF

2014 IEEE Symposium on Computational Intelligence and Data Mining (CIDM), 2014, p.99-104

2014

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

NMR in biomedicine, 2014-11, Vol.27 (11), p.1333-1345

2014

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Multicentre evaluation of the INTERPRET decision support system 2.0 for brain tumour classification: MULTICENTRE EVALUATION OF THE INTERPRET DSS

NMR in biomedicine, 2014-09, Vol.27 (9), p.1009-1018

2014

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Early pseudoprogression and progression lesions in glioblastoma patients are both metabolically heterogeneous

Advances in the Use of Deep Learning for the Analysis of Magnetic Resonance Image in Neuro-Oncology

Metabolic changes in preclinical AD as detected by magnetic resonance spectroscopy

A comparison of non‐negative matrix underapproximation methods for the decomposition of magnetic resonance spectroscopy data from human brain tumors

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

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

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

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

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

Interpreting response to TMZ therapy in murine GL261 glioblastoma by combining Radiomics, Convex-NMF and feature selection in MRI/MRSI data analysis

Cancer metabolism in a snapshot: MRS(I)

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

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

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

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

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

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

Automated Quality Control for Proton Magnetic Resonance Spectroscopy Data Using Convex Non-negative Matrix Factorization

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

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

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

Semi-supervised source extraction methodology for the nosological imaging of glioblastoma response to therapy

Automatic relevance source determination in human brain tumors using Bayesian NMF

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

Multicentre evaluation of the INTERPRET decision support system 2.0 for brain tumour classification: MULTICENTRE EVALUATION OF THE INTERPRET DSS

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