Gonzalo Vegas-Sánchez-Ferrero

Publication Activity (10 Years)

Years Active: 2007-2023
Publications (10 Years): 20

Top Topics

Magnetic Resonance

Anisotropic Diffusion

Noise Estimation

Spatially Variant

Top Venues

Medical Image Anal.

Publications

Pietro Nardelli, Rubén San José Estépar, Gonzalo Vegas-Sánchez-Ferrero, Raúl San José Estépar
Quantitative Biomarkers Reproducibility Using Generative Adversarial Approaches in Reduced to Conventional Dose CT. ISBI (2023)
Juan E. Ortuño, Gonzalo Vegas-Sánchez-Ferrero, Juan J. Gomez-Valverde, Marcus Y. Chen, Andrés Santos, Elliot R. McVeigh, María J. Ledesma-Carbayo
Automatic estimation of aortic and mitral valve displacements in dynamic CTA with 4D graph-cuts. Medical Image Anal. 65 (2020)
Rafael Moreta-Martínez, Gonzalo Vegas-Sánchez-Ferrero, Lasse Andresen, Jakob Qvortrup Holsting, Raúl San José Estépar
Multi-cavity Heart Segmentation in Non-contrast Non-ECG Gated CT Scans with F-CNN. TIA@MICCAI (2020)
Anna Breger, Gabriel Ramos-Llordén, Gonzalo Vegas-Sánchez-Ferrero, W. Scott Hoge, Martin Ehler, Carl-Fredrik Westin
On the reconstruction accuracy of multi-coil MRI with orthogonal projections. CoRR (2019)
Gonzalo Vegas-Sánchez-Ferrero, Raúl San José Estépar
Statistical Framework for the Definition of Emphysema in CT Scans: Beyond Density Mask. MICCAI (2) (2018)
Gabriel Ramos-Llordén, Gonzalo Vegas-Sánchez-Ferrero, Marcus Bjork, Floris Vanhevel, Paul M. Parizel, Raúl San José Estépar, Arnold Jan den Dekker, Jan Sijbers
Mapping. IEEE Trans. Medical Imaging 37 (11) (2018)
Gonzalo Vegas-Sánchez-Ferrero, María J. Ledesma-Carbayo, George R. Washko, Raúl San José Estépar
Autocalibration method for non-stationary CT bias correction. Medical Image Anal. 44 (2018)
Gonzalo Vegas-Sánchez-Ferrero, Raúl San José Estépar
A CT Scan Harmonization Technique to Detect Emphysema and Small Airway Diseases. RAMBO+BIA+TIA@MICCAI (2018)
Gonzalo Vegas-Sánchez-Ferrero, María J. Ledesma-Carbayo, George R. Washko, Raúl San José Estépar
Statistical characterization of noise for spatial standardization of CT scans: Enabling comparison with multiple kernels and doses. Medical Image Anal. 40 (2017)
Tomasz Pieciak, Santiago Aja-Fernández, Gonzalo Vegas-Sánchez-Ferrero
Non-Stationary Rician Noise Estimation in Parallel MRI Using a Single Image: A Variance-Stabilizing Approach. IEEE Trans. Pattern Anal. Mach. Intell. 39 (10) (2017)
Tomasz Pieciak, Gonzalo Vegas-Sánchez-Ferrero, Santiago Aja-Fernández
Variance stabilization of noncentral-chi data: Application to noise estimation in MRI. ISBI (2016)
Gonzalo Vegas-Sánchez-Ferrero, George R. Washko, Farbod N. Rahaghi, María J. Ledesma-Carbayo, Raúl San José Estépar
Derivation of a test statistic for emphysema quantification. ISBI (2016)
Luis González-Jaime, Gonzalo Vegas-Sánchez-Ferrero, Etienne E. Kerre, Santiago Aja-Fernández
Spatially-variant noise filtering in magnetic resonance imaging: A consensus-based approach. Knowl. Based Syst. 106 (2016)
Ariel Hernán Curiale, Gonzalo Vegas-Sánchez-Ferrero, Santiago Aja-Fernández
Influence of ultrasound speckle tracking strategies for motion and strain estimation. Medical Image Anal. 32 (2016)
Santiago Aja-Fernández, Ariel Hernán Curiale, Gonzalo Vegas-Sánchez-Ferrero
A local fuzzy thresholding methodology for multiregion image segmentation. Knowl. Based Syst. 83 (2015)
Santiago Aja-Fernández, Daniel García Martín, Antonio Tristán-Vega, Gonzalo Vegas-Sánchez-Ferrero
Improving GRAPPA reconstruction by frequency discrimination in the ACS lines. Int. J. Comput. Assist. Radiol. Surg. 10 (10) (2015)
Santiago Aja-Fernández, Tomasz Pieciak, Gonzalo Vegas-Sánchez-Ferrero
Spatially variant noise estimation in MRI: A homomorphic approach. Medical Image Anal. 20 (1) (2015)
Gabriel Ramos-Llordén, Gonzalo Vegas-Sánchez-Ferrero, Marcos Martín-Fernández, Carlos Alberola-López, Santiago Aja-Fernández
Anisotropic Diffusion Filter With Memory Based on Speckle Statistics for Ultrasound Images. IEEE Trans. Image Process. 24 (1) (2015)
Ariel Hernán Curiale, Gonzalo Vegas-Sánchez-Ferrero, Johan G. Bosch, Santiago Aja-Fernández
A maximum likelihood approach to diffeomorphic speckle tracking for 3D strain estimation in echocardiography. Medical Image Anal. 24 (1) (2015)
Santiago Aja-Fernández, Gonzalo Vegas-Sánchez-Ferrero
Blind estimation of spatially variant noise in GRAPPA MRI. ISBI (2015)
Santiago Aja-Fernández, Gonzalo Vegas-Sánchez-Ferrero, Antonio Tristán-Vega
Statistical Noise Analysis in SENSE Parallel MRI. CoRR (2014)
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
Segmentation of 3D Transesophageal Echocardiograms by Multi-cavity Active Shape Model and Gamma Mixture Model. AE-CAI (2013)
Santiago Aja-Fernández, Lucilio Cordero-Grande, Gonzalo Vegas-Sánchez-Ferrero, Rodrigo de Luis García, Carlos Alberola-López
Robust estimation of MRI myocardial perfusion parameters. EMBC (2013)
Antonio Tristán-Vega, Véronique Brion, Gonzalo Vegas-Sánchez-Ferrero, Santiago Aja-Fernández
Merging squared-magnitude approaches to DWI denoising: An adaptive Wiener filter tuned to the anatomical contents of the image. EMBC (2013)
Santiago Aja-Fernández, Gonzalo Vegas-Sánchez-Ferrero, Rodrigo de Luis García, Antonio Tristán-Vega
Noise estimation in magnetic resonance SENSE reconstructed data. EMBC (2013)
Luis González-Jaime, Mike Nachtegael, Etienne E. Kerre, Gonzalo Vegas-Sánchez-Ferrero, Santiago Aja-Fernández
Parametric Image Restoration Using Consensus: An Application to Nonstationary Noise Filtering. IbPRIA (2013)
Rodrigo de Luis García, Gonzalo Vegas-Sánchez-Ferrero, Santiago Aja-Fernández, Carlos Alberola-López
Atlas-based segmentation of white matter structures from DTI using tensor invariants and orientation. EMBC (2013)
Ariel Hernán Curiale, Gonzalo Vegas-Sánchez-Ferrero, T. Perez-Sanz, Santiago Aja-Fernández
Strain rate tensor estimation from echocardiography for quantitative assessment of functional mitral regurgitation. ISBI (2013)
Ariel Hernán Curiale, Gonzalo Vegas-Sánchez-Ferrero, Santiago Aja-Fernández
Speckle Tracking in Interpolated Echocardiography to Estimate Heart Motion. FIMH (2013)
Gonzalo Vegas-Sánchez-Ferrero, Gabriel Ramos-Llordén, Rodrigo de Luis García, Antonio Tristán-Vega, Santiago Aja-Fernández
Anisotropic diffusion filtering for correlated multiple-coil MRI. EMBC (2013)
Gonzalo Vegas-Sánchez-Ferrero, Antonio Tristán-Vega, Santiago Aja-Fernández, Marcos Martín-Fernández, Cesar Palencia, Rachid Deriche
Anisotropic LMMSE denoising of MRI based on statistical tissue models. ISBI (2012)
Gonzalo Vegas-Sánchez-Ferrero, Santiago Aja-Fernández, Marcos Martín-Fernández, Cesar Palencia
A direct calculation of moments of the sample variance. Math. Comput. Simul. 82 (5) (2012)
Lucilio Cordero-Grande, Gonzalo Vegas-Sánchez-Ferrero, Pablo Casaseca-de-la-Higuera, Carlos Alberola-López
A Markov Random Field Approach for Topology-Preserving Registration: Application to Object-Based Tomographic Image Interpolation. IEEE Trans. Image Process. 21 (4) (2012)
Gonzalo Vegas-Sánchez-Ferrero, Santiago Aja-Fernández, Cesar Palencia, Marcos Martín-Fernández
A Generalized Gamma Mixture Model for Ultrasonic Tissue Characterization. Comput. Math. Methods Medicine 2012 (2012)
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
Unsupervised 4D myocardium segmentation with a Markov Random Field based deformable model. Medical Image Anal. 15 (3) (2011)
Santiago Aja-Fernández, Gonzalo Vegas-Sánchez-Ferrero, Antonio Tristán-Vega
Noise estimation in MR GRAPPA reconstructed data. ISBI (2011)
Lucilio Cordero-Grande, Gonzalo Vegas-Sánchez-Ferrero, Pablo Casaseca-de-la-Higuera, Carlos Alberola-López
Topology-Preserving Registration: A Solution via Graph Cuts. IWCIA (2011)
Gonzalo Vegas-Sánchez-Ferrero, Diego Martín-Martínez, Pablo Casaseca-de-la-Higuera, Lucilio Cordero-Grande, Santiago Aja-Fernández, Marcos Martín-Fernández, Cesar Palencia
Realistic log-compressed law for ultrasound image recovery. ICIP (2011)
Lucilio Cordero-Grande, Gonzalo Vegas-Sánchez-Ferrero, Pablo Casaseca-de-la-Higuera, Carlos Alberola-López
Improving Harmonic Phase Imaging by the Windowed Fourier Transform. ISBI (2011)
Susana Merino-Caviedes, Gonzalo Vegas-Sánchez-Ferrero, M. Teresa Pérez, Santiago Aja-Fernández, Marcos Martín-Fernández
A variationally based weighted re-initialization method for geometric active contours. ISBI (2010)
Gonzalo Vegas-Sánchez-Ferrero, Diego Martín-Martínez, Santiago Aja-Fernández, Cesar Palencia
On the influence of interpolation on probabilistic models for ultrasonic images. ISBI (2010)
Gonzalo Vegas-Sánchez-Ferrero, Santiago Aja-Fernández, Marcos Martín-Fernández, Alejandro F. Frangi, Cesar Palencia
Probabilistic-Driven Oriented Speckle Reducing Anisotropic Diffusion with Application to Cardiac Ultrasonic Images. MICCAI (1) (2010)
Santiago Aja-Fernández, Gonzalo Vegas-Sánchez-Ferrero, Marcos Martín-Fernández, Carlos Alberola-López
Automatic noise estimation in images using local statistics. Additive and multiplicative cases. Image Vis. Comput. 27 (6) (2009)
Antonio Tristán-Vega, Gonzalo Vegas-Sánchez-Ferrero, Santiago Aja-Fernández
Local similarity measures for demons-like registration algorithms. ISBI (2008)
Gonzalo Vegas-Sánchez-Ferrero, Antonio Tristán-Vega, Lucilio Cordero-Grande, Pablo Casaseca-de-la-Higuera, Santiago Aja-Fernández, Marcos Martín-Fernández, Carlos Alberola-López
Strain Rate Tensor estimation in cine cardiac MRI based on elastic image registration. CVPR Workshops (2008)
Gonzalo Vegas-Sánchez-Ferrero, Juan Ignacio Arribas
A Statistical-Genetic Algorithm to Select the Most Significant Features in Mammograms. CAIP (2007)