Gonzalo Vegas-Sánchez-Ferrero

49 papers B 1C 2Misc 1Journal 20Unranked 23
YearRankTypeTitle / Venue / Authors
2026 J jnl
Influence of CT harmonization in longitudinal radiomics for NSCLC immunotherapy response prediction.
Comput. Biol. Medicine
Benito Farina, Gonzalo Vegas-Sánchez-Ferrero, Ana D. Ramos-Guerra, Carmelo Palacios Miras, Andrés Alcazar Peral, José Carmelo Albillos Merino, Jon Zugazagoitia, German R. Peces-Barba, Luis Miguel Seijo Maceiras, Luis Paz-Ares, Ignacio Gil-Bazo, Manuel Dómine Gómez, Raúl San José Estépar, María J. Ledesma-Carbayo
2023 — conf
Quantitative Biomarkers Reproducibility Using Generative Adversarial Approaches in Reduced to Conventional Dose CT.
ISBI
Pietro Nardelli, Rubén San José Estépar, Gonzalo Vegas-Sánchez-Ferrero, Raúl San José Estépar
2020 J jnl
Automatic estimation of aortic and mitral valve displacements in dynamic CTA with 4D graph-cuts.
Medical Image Anal.
Juan E. Ortuño, Gonzalo Vegas-Sánchez-Ferrero, Juan J. Gomez-Valverde, Marcus Y. Chen, Andrés Santos, Elliot R. McVeigh, María J. Ledesma-Carbayo
2020 — conf
Multi-cavity Heart Segmentation in Non-contrast Non-ECG Gated CT Scans with F-CNN.
TIA@MICCAI
Rafael Moreta-Martínez, Gonzalo Vegas-Sánchez-Ferrero, Lasse Andresen, Jakob Qvortrup Holsting, Raúl San José Estépar
2019 J jnl
On the reconstruction accuracy of multi-coil MRI with orthogonal projections.
CoRR
Anna Breger, Gabriel Ramos-Llordén, Gonzalo Vegas-Sánchez-Ferrero, W. Scott Hoge, Martin Ehler, Carl-Fredrik Westin
2018 — conf
A CT Scan Harmonization Technique to Detect Emphysema and Small Airway Diseases.
RAMBO+BIA+TIA@MICCAI
Gonzalo Vegas-Sánchez-Ferrero, Raúl San José Estépar
2018 J jnl
Autocalibration method for non-stationary CT bias correction.
Medical Image Anal.
Gonzalo Vegas-Sánchez-Ferrero, María J. Ledesma-Carbayo, George R. Washko, Raúl San José Estépar
2018 J jnl
NOVIFAST: A Fast Algorithm for Accurate and Precise VFA MRI
IEEE Trans. Medical Imaging
Gabriel Ramos-Llordén, Gonzalo Vegas-Sánchez-Ferrero, Marcus Bjork, Floris Vanhevel, Paul M. Parizel, Raúl San José Estépar, Arnold J. den Dekker, Jan Sijbers
2018 — conf
Statistical Framework for the Definition of Emphysema in CT Scans: Beyond Density Mask.
MICCAI (2)
Gonzalo Vegas-Sánchez-Ferrero, Raúl San José Estépar
2017 J jnl
Non-Stationary Rician Noise Estimation in Parallel MRI Using a Single Image: A Variance-Stabilizing Approach.
IEEE Trans. Pattern Anal. Mach. Intell.
Tomasz Pieciak, Santiago Aja-Fernández, Gonzalo Vegas-Sánchez-Ferrero
2017 J jnl
Statistical characterization of noise for spatial standardization of CT scans: Enabling comparison with multiple kernels and doses.
Medical Image Anal.
Gonzalo Vegas-Sánchez-Ferrero, María J. Ledesma-Carbayo, George R. Washko, Raúl San José Estépar
2016 — conf
Derivation of a test statistic for emphysema quantification.
ISBI
Gonzalo Vegas-Sánchez-Ferrero, George R. Washko, Farbod N. Rahaghi, María J. Ledesma-Carbayo, Raúl San José Estépar
2016 J jnl
Influence of ultrasound speckle tracking strategies for motion and strain estimation.
Medical Image Anal.
Ariel Hernán Curiale, Gonzalo Vegas-Sánchez-Ferrero, Santiago Aja-Fernández
2016 J jnl
Spatially-variant noise filtering in magnetic resonance imaging: A consensus-based approach.
Knowl. Based Syst.
Luis González-Jaime, Gonzalo Vegas-Sánchez-Ferrero, Etienne E. Kerre, Santiago Aja-Fernández
2016 — book
Statistical Analysis of Noise in MRI - Modeling, Filtering and Estimation
Santiago Aja-Fernández, Gonzalo Vegas-Sánchez-Ferrero
2016 — conf
Variance stabilization of noncentral-chi data: Application to noise estimation in MRI.
ISBI
Tomasz Pieciak, Gonzalo Vegas-Sánchez-Ferrero, Santiago Aja-Fernández
2015 J jnl
A local fuzzy thresholding methodology for multiregion image segmentation.
Knowl. Based Syst.
Santiago Aja-Fernández, Ariel Hernán Curiale, Gonzalo Vegas-Sánchez-Ferrero
2015 J jnl
A maximum likelihood approach to diffeomorphic speckle tracking for 3D strain estimation in echocardiography.
Medical Image Anal.
Ariel Hernán Curiale, Gonzalo Vegas-Sánchez-Ferrero, Johan G. Bosch, Santiago Aja-Fernández
2015 J jnl
Anisotropic Diffusion Filter With Memory Based on Speckle Statistics for Ultrasound Images.
IEEE Trans. Image Process.
Gabriel Ramos-Llordén, Gonzalo Vegas-Sánchez-Ferrero, Marcos Martín-Fernández, Carlos Alberola-López, Santiago Aja-Fernández
2015 — conf
Blind estimation of spatially variant noise in GRAPPA MRI.
ISBI
Santiago Aja-Fernández, Gonzalo Vegas-Sánchez-Ferrero
2015 J jnl
Improving GRAPPA reconstruction by frequency discrimination in the ACS lines.
Int. J. Comput. Assist. Radiol. Surg.
Santiago Aja-Fernández, Daniel García Martín, Antonio Tristán-Vega, Gonzalo Vegas-Sánchez-Ferrero
2015 J jnl
Spatially variant noise estimation in MRI: A homomorphic approach.
Medical Image Anal.
Santiago Aja-Fernández, Tomasz Pieciak, Gonzalo Vegas-Sánchez-Ferrero
2014 J jnl
Statistical Noise Analysis in SENSE Parallel MRI.
CoRR
Santiago Aja-Fernández, Gonzalo Vegas-Sánchez-Ferrero, Antonio Tristán-Vega
2013 — conf
Anisotropic diffusion filtering for correlated multiple-coil MRI.
EMBC
Gonzalo Vegas-Sánchez-Ferrero, Gabriel Ramos-Llordén, Rodrigo de Luis García, Antonio Tristán-Vega, Santiago Aja-Fernández
2013 — conf
Atlas-based segmentation of white matter structures from DTI using tensor invariants and orientation.
EMBC
Rodrigo de Luis García, Gonzalo Vegas-Sánchez-Ferrero, Santiago Aja-Fernández, Carlos Alberola-López
2013 — conf
Merging squared-magnitude approaches to DWI denoising: An adaptive Wiener filter tuned to the anatomical contents of the image.
EMBC
Antonio Tristán-Vega, Véronique Brion, Gonzalo Vegas-Sánchez-Ferrero, Santiago Aja-Fernández
2013 — conf
Noise estimation in magnetic resonance SENSE reconstructed data.
EMBC
Santiago Aja-Fernández, Gonzalo Vegas-Sánchez-Ferrero, Rodrigo de Luis García, Antonio Tristán-Vega
2013 Misc conf
Parametric Image Restoration Using Consensus: An Application to Nonstationary Noise Filtering.
IbPRIA
Luis González-Jaime, Mike Nachtegael, Etienne E. Kerre, Gonzalo Vegas-Sánchez-Ferrero, Santiago Aja-Fernández
2013 — conf
Robust estimation of MRI myocardial perfusion parameters.
EMBC
Santiago Aja-Fernández, Lucilio Cordero-Grande, Gonzalo Vegas-Sánchez-Ferrero, Rodrigo de Luis García, Carlos Alberola-López
2013 — conf
Segmentation of 3D Transesophageal Echocardiograms by Multi-cavity Active Shape Model and Gamma Mixture Model.
AE-CAI
Alexander Haak, Gonzalo Vegas-Sánchez-Ferrero, Harriët H. Mulder, Hortense A. Kirisli, Nora Baka, Coert Metz, Stefan Klein, Ben Ren, Gerard van Burken, Anton F. W. van der Steen, Josien P. W. Pluim, Theo van Walsum, Johan G. Bosch
2013 — conf
Speckle Tracking in Interpolated Echocardiography to Estimate Heart Motion.
FIMH
Ariel Hernán Curiale, Gonzalo Vegas-Sánchez-Ferrero, Santiago Aja-Fernández
2013 — conf
Strain rate tensor estimation from echocardiography for quantitative assessment of functional mitral regurgitation.
ISBI
Ariel Hernán Curiale, Gonzalo Vegas-Sánchez-Ferrero, T. Perez-Sanz, Santiago Aja-Fernández
2012 J jnl
A Generalized Gamma Mixture Model for Ultrasonic Tissue Characterization.
Comput. Math. Methods Medicine
Gonzalo Vegas-Sánchez-Ferrero, Santiago Aja-Fernández, Cesar Palencia, Marcos Martín-Fernández
2012 J jnl
A Markov Random Field Approach for Topology-Preserving Registration: Application to Object-Based Tomographic Image Interpolation.
IEEE Trans. Image Process.
Lucilio Cordero-Grande, Gonzalo Vegas-Sánchez-Ferrero, Pablo Casaseca-de-la-Higuera, Carlos Alberola-López
2012 J jnl
A direct calculation of moments of the sample variance.
Math. Comput. Simul.
Gonzalo Vegas-Sánchez-Ferrero, Santiago Aja-Fernández, Marcos Martín-Fernández, Cesar Palencia
2012 — conf
Anisotropic LMMSE denoising of MRI based on statistical tissue models.
ISBI
Gonzalo Vegas-Sánchez-Ferrero, Antonio Tristán-Vega, Santiago Aja-Fernández, Marcos Martín-Fernández, Cesar Palencia, Rachid Deriche
2011 — conf
Improving Harmonic Phase Imaging by the Windowed Fourier Transform.
ISBI
Lucilio Cordero-Grande, Gonzalo Vegas-Sánchez-Ferrero, Pablo Casaseca-de-la-Higuera, Carlos Alberola-López
2011 — conf
Noise estimation in MR GRAPPA reconstructed data.
ISBI
Santiago Aja-Fernández, Gonzalo Vegas-Sánchez-Ferrero, Antonio Tristán-Vega
2011 B conf
Realistic log-compressed law for ultrasound image recovery.
ICIP
Gonzalo Vegas-Sánchez-Ferrero, Diego Martín-Martínez, Pablo Casaseca-de-la-Higuera, Lucilio Cordero-Grande, Santiago Aja-Fernández, Marcos Martín-Fernández, Cesar Palencia
2011 C conf
Topology-Preserving Registration: A Solution via Graph Cuts.
IWCIA
Lucilio Cordero-Grande, Gonzalo Vegas-Sánchez-Ferrero, Pablo Casaseca-de-la-Higuera, Carlos Alberola-López
2011 J jnl
Unsupervised 4D myocardium segmentation with a Markov Random Field based deformable model.
Medical Image Anal.
Lucilio Cordero-Grande, Gonzalo Vegas-Sánchez-Ferrero, Pablo Casaseca-de-la-Higuera, J. Alberto San-Román-Calvar, Ana Revilla-Orodea, Marcos Martín-Fernández, Carlos Alberola-López
2010 — conf
A variationally based weighted re-initialization method for geometric active contours.
ISBI
Susana Merino-Caviedes, Gonzalo Vegas-Sánchez-Ferrero, M. Teresa Pérez, Santiago Aja-Fernández, Marcos Martín-Fernández
2010 — conf
On the influence of interpolation on probabilistic models for ultrasonic images.
ISBI
Gonzalo Vegas-Sánchez-Ferrero, Diego Martín-Martínez, Santiago Aja-Fernández, Cesar Palencia
2010 — conf
Probabilistic-Driven Oriented Speckle Reducing Anisotropic Diffusion with Application to Cardiac Ultrasonic Images.
MICCAI (1)
Gonzalo Vegas-Sánchez-Ferrero, Santiago Aja-Fernández, Marcos Martín-Fernández, Alejandro F. Frangi, Cesar Palencia
2009 J jnl
Automatic noise estimation in images using local statistics. Additive and multiplicative cases.
Image Vis. Comput.
Santiago Aja-Fernández, Gonzalo Vegas-Sánchez-Ferrero, Marcos Martín-Fernández, Carlos Alberola-López
2009 — ch.
Strain Rate Tensor Estimation in Cine Cardiac MRI Based on Elastic Image Registration.
Tensors in Image Processing and Computer Vision
Gonzalo Vegas-Sánchez-Ferrero, Antonio Tristán-Vega, Lucilio Cordero-Grande, Pablo Casaseca-de-la-Higuera, Santiago Aja-Fernández, Marcos Martín-Fernández, Carlos Alberola-López
2008 — conf
Local similarity measures for demons-like registration algorithms.
ISBI
Antonio Tristán-Vega, Gonzalo Vegas-Sánchez-Ferrero, Santiago Aja-Fernández
2008 — conf
Strain Rate Tensor estimation in cine cardiac MRI based on elastic image registration.
CVPR Workshops
Gonzalo Vegas-Sánchez-Ferrero, Antonio Tristán-Vega, Lucilio Cordero-Grande, Pablo Casaseca-de-la-Higuera, Santiago Aja-Fernández, Marcos Martín-Fernández, Carlos Alberola-López
2007 C conf
A Statistical-Genetic Algorithm to Select the Most Significant Features in Mammograms.
CAIP
Gonzalo Vegas-Sánchez-Ferrero, Juan Ignacio Arribas