Fuster García, Elíes; Tortajada Velert, Salvador; Vicente Robledo, Javier; Robles Viejo, Montserrat; García Gómez, Juan Miguel(Wiley-Blackwell, 2013-05)
The current challenge in automatic brain tumor classification based on MRS is the improvement of the robustness of the classification models that explicitly account for the probable breach of the independent and identically ...
Fuster García, Elíes; Bresó Guardado, Adrián; Martínez Miranda, Juan Crisóforo; Rosell-Ferrer, Javier; Matheson, Colin; García Gómez, Juan Miguel(Elsevier, 2015-05)
[EN] Actigraphy devices have been successfully used as effective tools in the treatment of diseases such as sleep disorders or major depression. Although several efforts have been made in recent years to develop smaller ...
Romero García, Vicente; Fuster García, Elíes; Sánchez Pérez, Juan Vicente; García Raffi, Luis Miguel; Blasco, Xavier; Herrero Durá, Juan Manuel; Sanchís Saez, Javier(Springer Verlag (Germany), 2007)
[EN] It is well known that Genetic Algorithms (GA) is an optimization method which can be used in problems where the traditional optimization techniques are difficult to be applied. Sonic Crystals (SC) are periodic structures ...
[EN] Background and Purpose:
Differentiation between glioblastoma multiforme (GBM) and solitary brain metastasis (SBM) remains a challenge in neuroradiology with up to 40% of the cases to be incorrectly classified using ...
Juan -Albarracín, Javier; Fuster García, Elíes; Pérez-Girbés, Alexandre; Aparici-Robles, F.; Alberich Bayarri, A.; Revert Ventura, A. J.; Martí Bonmatí, Luis; Garcia-Gomez, Juan M(Radiological Society of North America, 2018-01)
[EN] Purpose: To determine if preoperative vascular heterogeneity of glioblastoma is predictive of overall survival of patients undergoing standard-of-care treatment by using an unsupervised multiparametric perfusion-based ...
Chelebian, Eduard; Fuster García, Elíes; Álvarez-Torres, María del Mar; Juan-Albarracín, Javier; Garcia-Gomez, Juan M(Public Library of Science, 2020-10-14)
[EN] Background and purpose Genetic classifications are crucial for understanding the heterogeneity of glioblastoma. Recently, perfusion MRI techniques have demonstrated associations molecular alterations. In this work, ...
Fuster García, Elíes; Juan -Albarracín, Javier; García-Ferrando, Germán Adrián; Martí-Bonmatí, Luis; Aparici-Robles , F; Garcia-Gomez, Juan M(John Wiley & Sons, 2018)
[EN] Advanced MRI and molecular markers have been raised as crucial to improve prognostic models for patients having glioblastoma (GBM) lesions. In particular, different MR perfusion based markers describing vascular ...
In the last decade, machine learning (ML) techniques have been used for developing classifiers for automatic brain tumour diagnosis. However, the development of these ML models rely on a unique training set and learning ...
Romero García, Vicente; Fuster García, Elíes; García-Raffi, L. M.; Sánchez Pérez, Juan Vicente; Uris Martínez, Antonio(American Physical Society, 2007)
[EN] Sonic crystals are defined as materials consisting of periodic distributions of acoustic scatterers in another medium with different elastic properties. These materials present two main acoustical features: they present ...
Álvarez-Torres, María del Mar; Fuster García, Elíes; Balaña, Carmen; Puig, Josep; Garcia-Gomez, Juan M(MDPI AG, 2021-11)
[EN] Despite the complete treatment with surgery, chemotherapy and radiotherapy, patients with glioblastoma have a devasting prognosis. Although the role of extending temozolomide treatment has been explored, the results ...
Álvarez-Torres, María del Mar; Fuster García, Elíes; Juan-Albarracín, Javier; Reynes, Gaspar; Aparici-Robles, Fernando; Ferrer Lozano, Jaime; Garcia-Gomez, Juan M(Springer (Biomed Central Ltd.), 2022-01-06)
[EN] Background The microvessels area (MVA), derived from microvascular proliferation, is a biomarker useful for high-grade glioma classification. Nevertheless, its measurement is costly, labor-intense, and invasive. Finding ...
Fuster García, Elíes; Lorente Estellés, David; Álvarez-Torres, María del Mar; Juan-Albarracín, Javier; Chelebian-Kocharyan, Eduard Artur; Rovira, Alex; Auger Acosta, Cristina; Pineda, Jose; Oleaga, Laura; Mollá-Olmos, Enrique; Filice, Silvano; Due-Tonnessen, Paulina; Meling, Torstein R.; Emblem, Kyrre E.; Garcia-Gomez, Juan M(Springer-Verlag, 2021-03)
[EN] Objectives To assess the combined role of tumor vascularity, estimated from perfusion MRI, andMGMTmethylation status on overall survival (OS) in patients with glioblastoma. Methods A multicentric international dataset ...
[EN] Purpose: To systematically review evidence regarding the association of multi-parametric biomarkers with clinical outcomes and their capacity to explain relevant subcompartments of gliomas.
Materials and Methods: ...
[EN] Automatic brain tumor classification by MRS has been under development for more than a decade. Nonetheless, to our knowledge, there are no published evaluations of predictive models with unseen cases that are subsequently ...
Juan -Albarracín, Javier; Fuster García, Elíes; Juan, Alfons; Garcia-Gomez, Juan M(Springer-Verlag, 2021-01-12)
[EN] In this work, we propose a new Bayesian model for unsupervised image segmentation based on a combination of the spatially varying finite mixture models (SVFMMs) and the non-local means (NLM) framework. The probabilistic ...
Juan -Albarracín, Javier; Fuster García, Elíes; García-Ferrando, Germán Adrián; Garcia-Gomez, Juan M(Elsevier, 2019-08)
[EN] Background: Neuroimaging analysis is currently crucial for an early assessment of glioblastoma, to help improving treatment and tumor follow-up. To this end, multiple functional and morphological MRI sequences are ...
Fernández García, Francisco(Universitat Politècnica de València, 2022-10-25)
[CA] El glioma d'alt grau és un tumor del sistema nerviós central no resolt fins al moment. El tractament d'aquests pacients pot arribar a ser molt costós i en alguns casos es poden trobar en fases molt avançades de la ...
Pérez Orero, Leandro(Universitat Politècnica de València, 2023-09-27)
[ES] Introducción: La fibrilación auricular (FA) es la arritmia cardiaca más frecuente y está
relacionada con eventos embólicos. La eficacia y seguridad de la anticoagulación con
antivitamina K (AVK), entre ellos el ...
[EN] This paper presents a didactic methodology for
introducing students in the application of numerical computing
tools for reference evapotranspiration estimation. Students
learn a specific application of this software ...
Álvarez-Torres, María del Mar; Juan-Albarracín, Javier; Fuster García, Elíes; Bellvís-Bataller, Fuensanta; Lorente, David; Reynés, Gaspar; Font de Mora, Jaime; Aparici-Robles, Fernando; Botella, Carlos; Muñoz-Langa, Jose; Faubel, Raquel; Asensio-Cuesta, Sabina; García-Ferrando, Germán A.; Chelebian, Eduard; Auger, Cristina; Pineda, Jose; Rovira, Alex; Oleaga, Laura; Mollà Olmos, Enrique; Revert, Antonio J.; Tshibanda, Luaba; Crisi, Girolamo; Emblem, Kyrre E.; Martin, Didier; Due-Tønnessen, Paulina; Meling, Torstein R.; Filice, Silvano; Sáez Silvestre, Carlos; Garcia-Gomez, Juan M(John Wiley & Sons, 2020-05)
[EN] Background Glioblastoma (GBM) is the most aggressive primary brain tumor, characterized by a heterogeneous and abnormal vascularity. Subtypes of vascular habitats within the tumor and edema can be distinguished: high ...