Elies Fuster-Garcia
- Post doc; PhD
Publications 2024
Exploring the Trade-Off between generalist and specialized Models: A center-based comparative analysis for glioblastoma segmentation
Int J Med Inform, 191, 105604
DOI 10.1016/j.ijmedinf.2024.105604, PubMed 39154600
Abnormal vascular structure and function within brain metastases is linked to pembrolizumab resistance
Neuro Oncol, 26 (5), 965-974
DOI 10.1093/neuonc/noad236, PubMed 38070147
The prognostic relevance of a gene expression signature in MRI-defined highly vascularized glioblastoma
Heliyon, 10 (11), e31175
DOI 10.1016/j.heliyon.2024.e31175, PubMed 38832259
Diffuse glioma molecular profiling with arterial spin labeling and dynamic susceptibility contrast perfusion MRI: A comparative study
Neurooncol Adv, 6 (1), vdae113
DOI 10.1093/noajnl/vdae113, PubMed 39036439
Publications 2023
Unlocking Bevacizumab's Potential: rCBVmax as a Predictive Biomarker for Enhanced Survival in Glioblastoma IDH-Wildtype Patients
Cancers (Basel), 16 (1)
DOI 10.3390/cancers16010161, PubMed 38201588
Vascular differences between IDH-wildtype glioblastoma and astrocytoma IDH-mutant grade 4 at imaging and transcriptomic levels
NMR Biomed, 36 (11), e5004
DOI 10.1002/nbm.5004, PubMed 37482922
Advanced MR Techniques for Preoperative Glioma Characterization: Part 2
J Magn Reson Imaging, 57 (6), 1676-1695
DOI 10.1002/jmri.28663, PubMed 36912262
Advanced MR Techniques for Preoperative Glioma Characterization: Part 1
J Magn Reson Imaging, 57 (6), 1655-1675
DOI 10.1002/jmri.28662, PubMed 36866773
Structural and functional vascular dysfunction within brain metastases is linked to pembrolizumab inefficacy
bioRxiv
DOI 10.1101/2023.08.25.554868, PubMed 37693537
Interpreting deep learning models for glioma survival classification using visualization and textual explanations
BMC Med Inform Decis Mak, 23 (1), 225
DOI 10.1186/s12911-023-02320-2, PubMed 37853371
MR elastography identifies regions of extracellular matrix reorganization associated with shorter survival in glioblastoma patients
Neurooncol Adv, 5 (1), vdad021
DOI 10.1093/noajnl/vdad021, PubMed 37066109
Publications 2022
Local detection of microvessels in IDH-wildtype glioblastoma using relative cerebral blood volume: an imaging marker useful for astrocytoma grade 4 classification
BMC Cancer, 22 (1), 40
DOI 10.1186/s12885-021-09117-4, PubMed 34991512
Quantification of Tissue Compression Identifies High-Grade Glioma Patients with Reduced Survival
Cancers (Basel), 14 (7)
DOI 10.3390/cancers14071725, PubMed 35406497
Publications 2021
Lack of Benefit of Extending Temozolomide Treatment in Patients with High Vascular Glioblastoma with Methylated MGMT
Cancers (Basel), 13 (21)
DOI 10.3390/cancers13215420, PubMed 34771583
Differential effect of vascularity between long- and short-term survivors with IDH1/2 wild-type glioblastoma
NMR Biomed, 34 (4), e4462
DOI 10.1002/nbm.4462, PubMed 33470039
Glioblastoma versus solitary brain metastasis: MRI differentiation using the edema perfusion gradient
J Neuroimaging, 32 (1), 127-133
DOI 10.1111/jon.12920, PubMed 34468052
Decreased tissue stiffness in glioblastoma by MR elastography is associated with increased cerebral blood flow
Eur J Radiol, 147, 110136
DOI 10.1016/j.ejrad.2021.110136, PubMed 35007982
Non-local spatially varying finite mixture models for image segmentation
Stat. Comput., 31 (1), 3
DOI 10.1007/s11222-020-09988-w
Publications 2020
Higher vascularity at infiltrated peripheral edema differentiates proneural glioblastoma subtype
PLoS One, 15 (10), e0232500
DOI 10.1371/journal.pone.0232500, PubMed 33052913
MGMT methylation may benefit overall survival in patients with moderately vascularized glioblastomas
Eur Radiol, 31 (3), 1738-1747
DOI 10.1007/s00330-020-07297-4, PubMed 33001310
The impact of EPI-based distortion correction of dynamic susceptibility contrast MRI on cerebral blood volume estimation in patients with glioblastoma
Eur J Radiol, 132, 109278
DOI 10.1016/j.ejrad.2020.109278, PubMed 33010685
Publications 2019
Robust association between vascular habitats and patient prognosis in glioblastoma: An international multicenter study
J Magn Reson Imaging, 51 (5), 1478-1486
DOI 10.1002/jmri.26958, PubMed 31654541
ONCOhabitats: A system for glioblastoma heterogeneity assessment through MRI
Int J Med Inform, 128, 53-61
DOI 10.1016/j.ijmedinf.2019.05.002, PubMed 31160012
Multi-parametric MR Imaging Biomarkers Associated to Clinical Outcomes in Gliomas: A Systematic Review
Curr Med Imaging Rev, 15 (10), 933-947
DOI 10.2174/1573405615666190109100503, PubMed 32008521
Publications 2018
Improving the estimation of prognosis for glioblastoma patients by MR based hemodynamic tissue signatures
NMR Biomed, 31 (12), e4006
DOI 10.1002/nbm.4006, PubMed 30239058
Glioblastoma: Vascular Habitats Detected at Preoperative Dynamic Susceptibility-weighted Contrast-enhanced Perfusion MR Imaging Predict Survival
Radiology, 287 (3), 944-954
DOI 10.1148/radiol.2017170845, PubMed 29357274
Publications 2015
Actigraphy pattern analysis for outpatient monitoring
Methods Mol Biol, 1246, 3-17
DOI 10.1007/978-1-4939-1985-7_1, PubMed 25417076
Automated glioblastoma segmentation based on a multiparametric structured unsupervised classification
PLoS One, 10 (5), e0125143
DOI 10.1371/journal.pone.0125143, PubMed 25978453
Publications 2013
Sparse Manifold Clustering and Embedding to discriminate gene expression profiles of glioblastoma and meningioma tumors
Comput Biol Med, 43 (11), 1863-9
DOI 10.1016/j.compbiomed.2013.08.025, PubMed 24209931
Publications 2012
Extracting MRS discriminant functional features of brain tumors
NMR Biomed, 26 (5), 578-92
DOI 10.1002/nbm.2895, PubMed 23239454
Accurate classification of childhood brain tumours by in vivo ¹H MRS - a multi-centre study
Eur J Cancer, 49 (3), 658-67
DOI 10.1016/j.ejca.2012.09.003, PubMed 23036849
Publications 2011
Compatibility between 3T 1H SV-MRS data and automatic brain tumour diagnosis support systems based on databases of 1.5T 1H SV-MRS spectra
MAGMA, 24 (1), 35-42
DOI 10.1007/s10334-010-0241-8, PubMed 21249420
Classification of single-voxel 1H spectra of brain tumours using LCModel
NMR Biomed, 25 (2), 322-31
DOI 10.1002/nbm.1753, PubMed 21796709
Incremental Gaussian Discriminant Analysis based on Graybill and Deal weighted combination of estimators for brain tumour diagnosis
J Biomed Inform, 44 (4), 677-87
DOI 10.1016/j.jbi.2011.02.009, PubMed 21377545
Publications 2008
Multiproject-multicenter evaluation of automatic brain tumor classification by magnetic resonance spectroscopy
MAGMA, 22 (1), 5-18
DOI 10.1007/s10334-008-0146-y, PubMed 18989714