Elies Fuster-Garcia

  • Post doc; PhD
 

Publications 2026

Asensio-Cuesta S, Fuster-García E, García-Gómez JM, Sáez C, Sánchez-García D, Sánchez-García Á, Soler J, Maestu I, Soria-Comes T, De Julian Campayo M (2026)
Digital Phenotyping and Noninvasive Quality-of-Life Monitoring in Glioblastoma: Feasibility and Usability Study of the Lalaby-Glio App
JMIR Form Res, 10, e89765
DOI 10.2196/89765, PubMed 42821992

Gómez-Mahiques M, Lopez-Mateu C, Gil-Terrón FJ, Montosa-I-Micó V, Svensson SF, Mendoza Mireles EE, Vik-Mo EO, Emblem KE, Balañà-Quintero C, Puig J, Alenda C, Martinez-Saez E, Martínez-Ricarte F, Quirós-Martí M, Quilis-Quesada V, García-Gómez JM, Fuster-Garcia E (2026)
Automated delineation of putative non-contrast-enhancing tumor in glioblastoma: Prognostic insights
Neuro Oncol, 28 (6), 1571-1583
DOI 10.1093/neuonc/noag042, PubMed 41741374

López-Mateu C, Gómez-Mahiques M, Gil-Terrón FJ, Montosa-I-Micó V, Sederevičius D, Emblem KE, García-Gómez JM, Fuster-García E (2026)
Biomechanical mapping of tumor growth: A novel method to quantify glioma infiltration and mass effect
Med Phys, 53 (2), e70334
DOI 10.1002/mp.70334, PubMed 41699959

Publications 2025

Liu Q, Fuster-Garcia E, Thokle Hovden I, MacIntosh BJ, Grodem EOS, Brandal P, Lopez-Mateu C, Sederevicius D, Skogen K, Schellhorn T, Bjornerud A, Eeg Emblem K (2025)
Treatment-Aware Diffusion Probabilistic Model for Longitudinal MRI Generation and Diffuse Glioma Growth Prediction
IEEE Trans Med Imaging, 44 (6), 2449-2462
DOI 10.1109/TMI.2025.3533038, PubMed 40031286

Publications 2024

Javier Gil-Terrón F, Ferri P, Montosa-I-Micó V, Gómez Mahiques M, Lopez-Mateu C, Martí P, García-Gómez JM, Fuster-Garcia E (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

Kim AE, Lou KW, Giobbie-Hurder A, Chang K, Gidwani M, Hoebel K, Patel JB, Cleveland MC, Singh P, Bridge CP, Ahmed SR, Bearce BA, Liu W, Fuster-Garcia E, Lee EQ, Lin NU, Overmoyer B, Wen PY, Nayak L, Cohen JV, Dietrich J, Eichler A, Heist R, Krop I, Lawrence D, Ligibel J, Tolaney S, Mayer E, Winer E, Perrino CM et al. (2024)
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

Montosa-I-Micó V, Álvarez-Torres MDM, Burgos-Panadero R, Gil-Terrón FJ, Gómez Mahiques M, Lopez-Mateu C, García-Gómez JM, Fuster-Garcia E (2024)
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

Prysiazhniuk Y, Server A, Leske H, Bech-Aase Ø, Helseth E, Eijgelaar RS, Fuster-García E, Brandal P, Bjørnerud A, Otáhal J, Petr J, Nordhøy W (2024)
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

Álvarez-Torres MDM, Balaña C, Fuster-García E, Puig J, García-Gómez JM (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

Álvarez-Torres MDM, López-Cerdán A, Andreu Z, de la Iglesia Vayá M, Fuster-Garcia E, García-García F, García-Gómez JM (2023)
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

Hangel G, Schmitz-Abecassis B, Sollmann N, Pinto J, Arzanforoosh F, Barkhof F, Booth T, Calvo-Imirizaldu M, Cassia G, Chmelik M, Clement P, Ercan E, Fernández-Seara MA, Furtner J, Fuster-Garcia E, Grech-Sollars M, Guven NT, Hatay GH, Karami G, Keil VC, Kim M, Koekkoek JAF, Kukran S, Mancini L, Nechifor RE, Özcan A, Ozturk-Isik E, Piskin S, Schmainda KM, Svensson SF et al. (2023)
Advanced MR Techniques for Preoperative Glioma Characterization: Part 2
J Magn Reson Imaging, 57 (6), 1676-1695
DOI 10.1002/jmri.28663, PubMed 36912262

Hirschler L, Sollmann N, Schmitz-Abecassis B, Pinto J, Arzanforoosh F, Barkhof F, Booth T, Calvo-Imirizaldu M, Cassia G, Chmelik M, Clement P, Ercan E, Fernández-Seara MA, Furtner J, Fuster-Garcia E, Grech-Sollars M, Guven NT, Hatay GH, Karami G, Keil VC, Kim M, Koekkoek JAF, Kukran S, Mancini L, Nechifor RE, Özcan A, Ozturk-Isik E, Piskin S, Schmainda K, Svensson SF et al. (2023)
Advanced MR Techniques for Preoperative Glioma Characterization: Part 1
J Magn Reson Imaging, 57 (6), 1655-1675
DOI 10.1002/jmri.28662, PubMed 36866773

Osadebey M, Liu Q, Fuster-Garcia E, Emblem KE (2023)
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

Svensson SF, Halldórsson S, Latysheva A, Fuster-Garcia E, Hjørnevik T, Fraser-Green J, Birkeland Bugge RA, Grinband J, Holm S, Sinkus R, Vik-Mo EO, Emblem KE (2023)
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

Álvarez-Torres MDM, Fuster-García E, Juan-Albarracín J, Reynés G, Aparici-Robles F, Ferrer-Lozano J, García-Gómez JM (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

Fuster-Garcia E, Thokle Hovden I, Fløgstad Svensson S, Larsson C, Vardal J, Bjørnerud A, Emblem KE (2022)
Quantification of Tissue Compression Identifies High-Grade Glioma Patients with Reduced Survival
Cancers (Basel), 14 (7)
DOI 10.3390/cancers14071725, PubMed 35406497

Publications 2021

Álvarez-Torres MDM, Fuster-García E, Balaña C, Puig J, García-Gómez JM (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

Álvarez-Torres MDM, Fuster-García E, Reynés G, Juan-Albarracín J, Chelebian E, Oleaga L, Pineda J, Auger C, Rovira A, Emblem KE, Filice S, Mollà-Olmos E, García-Gómez JM (2021)
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

Aparici-Robles F, Davidhi A, Carot-Sierra JM, Perez-Girbes A, Carreres-Polo J, Mazon Momparler M, Juan-Albarracín J, Fuster-Garcia E, Garcia-Gomez JM (2021)
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

Fløgstad Svensson S, Fuster-Garcia E, Latysheva A, Fraser-Green J, Nordhøy W, Isam Darwish O, Thokle Hovden I, Holm S, Vik-Mo EO, Sinkus R, Eeg Emblem K (2021)
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

Juan-Albarracin J, Fuster-Garcia E, Juan A, Garcia-Gomez JM (2021)
Non-local spatially varying finite mixture models for image segmentation
Stat. Comput., 31 (1), 3
DOI 10.1007/s11222-020-09988-w

Publications 2020

Chelebian E, Fuster-Garcia E, Álvarez-Torres MDM, Juan-Albarracín J, García-Gómez JM (2020)
Higher vascularity at infiltrated peripheral edema differentiates proneural glioblastoma subtype
PLoS One, 15 (10), e0232500
DOI 10.1371/journal.pone.0232500, PubMed 33052913

Fuster-Garcia E, Lorente Estellés D, Álvarez-Torres MDM, Juan-Albarracín J, Chelebian E, Rovira A, Acosta CA, Pineda J, Oleaga L, Mollá-Olmos E, Filice S, Due-Tønnessen P, Meling TR, Emblem KE, García-Gómez JM (2020)
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

Hovden IT, Geier OM, Digernes I, Fuster-Garcia E, Løvland G, Vik-Mo E, Meling TR, Emblem KE (2020)
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

Del Mar Álvarez-Torres M, Juan-Albarracín J, Fuster-Garcia E, Bellvís-Bataller F, Lorente D, Reynés G, Font de Mora J, Aparici-Robles F, Botella C, Muñoz-Langa J, Faubel R, Asensio-Cuesta S, García-Ferrando GA, Chelebian E, Auger C, Pineda J, Rovira A, Oleaga L, Mollà-Olmos E, Revert AJ, Tshibanda L, Crisi G, Emblem KE, Martin D, Due-Tønnessen P, Meling TR, Filice S, Sáez C, García-Gómez JM (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

Juan-Albarracín J, Fuster-Garcia E, García-Ferrando GA, García-Gómez JM (2019)
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

Oltra-Sastre M, Fuster-Garcia E, Juan-Albarracin J, Sáez C, Perez-Girbes A, Sanz-Requena R, Revert-Ventura A, Mocholi A, Urchueguia J, Hervas A, Reynes G, Font-de-Mora J, Muñoz-Langa J, Botella C, Aparici F, Marti-Bonmati L, Garcia-Gomez JM (2019)
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

Fuster-Garcia E, Juan-Albarracín J, García-Ferrando GA, Martí-Bonmatí L, Aparici-Robles F, García-Gómez JM (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

Juan-Albarracín J, Fuster-Garcia E, Pérez-Girbés A, Aparici-Robles F, Alberich-Bayarri Á, Revert-Ventura A, Martí-Bonmatí L, García-Gómez JM (2018)
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

Fuster-Garcia E, Bresó A, Miranda JM, García-Gómez JM (2015)
Actigraphy pattern analysis for outpatient monitoring
Methods Mol Biol, 1246, 3-17
DOI 10.1007/978-1-4939-1985-7_1, PubMed 25417076

Juan-Albarracín J, Fuster-Garcia E, Manjón JV, Robles M, Aparici F, Martí-Bonmatí L, García-Gómez JM (2015)
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

García-Gómez JM, Gómez-Sanchis J, Escandell-Montero P, Fuster-Garcia E, Soria-Olivas E (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

Fuster-Garcia E, Tortajada S, Vicente J, Robles M, García-Gómez JM (2012)
Extracting MRS discriminant functional features of brain tumors
NMR Biomed, 26 (5), 578-92
DOI 10.1002/nbm.2895, PubMed 23239454

Vicente J, Fuster-Garcia E, Tortajada S, García-Gómez JM, Davies N, Natarajan K, Wilson M, Grundy RG, Wesseling P, Monleón D, Celda B, Robles M, Peet AC (2012)
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

Fuster-Garcia E, Navarro C, Vicente J, Tortajada S, García-Gómez JM, Sáez C, Calvar J, Griffiths J, Julià-Sapé M, Howe FA, Pujol J, Peet AC, Heerschap A, Moreno-Torres A, Martínez-Bisbal MC, Martínez-Granados B, Wesseling P, Semmler W, Capellades J, Majós C, Alberich-Bayarri A, Capdevila A, Monleón D, Martí-Bonmatí L, Arús C, Celda B, Robles M (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

Raschke F, Fuster-Garcia E, Opstad KS, Howe FA (2011)
Classification of single-voxel 1H spectra of brain tumours using LCModel
NMR Biomed, 25 (2), 322-31
DOI 10.1002/nbm.1753, PubMed 21796709

Tortajada S, Fuster-Garcia E, Vicente J, Wesseling P, Howe FA, Julià-Sapé M, Candiota AP, Monleón D, Moreno-Torres A, Pujol J, Griffiths JR, Wright A, Peet AC, Martínez-Bisbal MC, Celda B, Arús C, Robles M, García-Gómez JM (2011)
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

García-Gómez JM, Luts J, Julià-Sapé M, Krooshof P, Tortajada S, Robledo JV, Melssen W, Fuster-García E, Olier I, Postma G, Monleón D, Moreno-Torres A, Pujol J, Candiota AP, Martínez-Bisbal MC, Suykens J, Buydens L, Celda B, Van Huffel S, Arús C, Robles M (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