Gonzalo Vegas Sánchez-Ferrero

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Santiago Aja FernandezLPI, Universidad de ValladolidVerified email at tel.uva.es
Raul San Jose EsteparAssociate Professor, Brigham and Women's Hospital, Harvard Medical SchoolVerified email at bwh.harvard.edu
Marcos Martín FernándezCatedrático de Universidad (UVA)Verified email at tel.uva.es
Samuel AshAssistant Professor of MedicineVerified email at tufts.edu
Carlos Alberola LópezCatedrático de la Universidad de ValladolidVerified email at tel.uva.es
Pietro NardelliHarvard medical schoolVerified email at bwh.harvard.edu
Antonio Tristán VegaUniversidad de ValladolidVerified email at lpi.tel.uva.es
German Gonzalez SerranoAssociate Professor, Universidad de AlicanteVerified email at ua.es
Gabriel Ramos LlordénMartinos Center for Biomedical Imaging, Massachusetts General Hospital, Harvard Medical SchoolVerified email at mgh.harvard.edu
Ariel Hernán CurialeBrigham and Women's Hospital and Harvard Medical SchoolVerified email at bwh.harvard.edu
Pablo CasasecaFull Professor. Universidad de ValladolidVerified email at lpi.tel.uva.es
Johan G. BoschErasmus MC Rotterdam, The NetherlandsVerified email at erasmusmc.nl
Jorge Onieva Onieva, MScResearch Associate, Brigham and Women's HospitalVerified email at bwh.harvard.edu
Maria J. Ledesma-CarbayoFull Professor, Universidad Politécnica de MadridVerified email at upm.es
van der Steen a.f.w.Onbekend partnerschapVerified email at erasmusmc.nl
Alexander HaakPhilips Healthcare, Erasmus MC, University of Illinois, BRLVerified email at philips.com
Theo van WalsumAssociate Professor in Image Guidance in Interventions and Therapy, Erasmus MCVerified email at erasmusmc.nl
Tomasz PieciakPostdoctoral researcher, Universidad de Valladolid, SpainVerified email at tel.uva.es
Juan Ignacio Arribas PhDElectrical Engineering Department-Univ. Valladolid, SpainVerified email at uva.es
Rola HarmoucheNational Research Council CanadaVerified email at nrc-cnrc.gc.ca

Gonzalo Vegas Sánchez-Ferrero

Assistant Professor, Brigham and Women's Hospital / Harvard Medical School

Verified email at bwh.harvard.edu

statistical and mathematical methods for image/signal processing acquisition of medical images pattern recognition


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Disease staging and prognosis in smokers using deep learning in chest computed tomography G Gonzalez, SY Ash, G Vegas-Sánchez-Ferrero, J Onieva Onieva, ... American journal of respiratory and critical care medicine 197 (2), 193-203, 2018	280	2018
COPDGene® 2019: redefining the diagnosis of chronic obstructive pulmonary disease KE Lowe, EA Regan, A Anzueto, E Austin, JHM Austin, TH Beaty, ... Chronic Obstructive Pulmonary Diseases: Journal of the COPD Foundation 6 (5 …, 2019	213	2019
Anisotropic diffusion filter with memory based on speckle statistics for ultrasound images G Ramos-Llordén, G Vegas-Sánchez-Ferrero, M Martin-Fernandez, ... IEEE transactions on Image Processing 24 (1), 345-358, 2014	169	2014
A local fuzzy thresholding methodology for multiregion image segmentation S Aja-Fernández, AH Curiale, G Vegas-Sánchez-Ferrero Knowledge-Based Systems 83, 1-12, 2015	164	2015
Leaf classification in sunflower crops by computer vision and neural networks JI Arribas, GV Sánchez-Ferrero, G Ruiz-Ruiz, J Gómez-Gil Computers and Electronics in Agriculture 78 (1), 9-18, 2011	145	2011
Statistical analysis of noise in MRI S Aja-Fernández, G Vegas-Sánchez-Ferrero Switzerland: Springer International Publishing, 2016	142	2016
Noise estimation in parallel MRI: GRAPPA and SENSE S Aja-Fernández, G Vegas-Sánchez-Ferrero, A Tristán-Vega Magnetic resonance imaging 32 (3), 281-290, 2014	140	2014
Automatic noise estimation in images using local statistics. Additive and multiplicative cases S Aja-Fernández, G Vegas-Sánchez-Ferrero, M Martín-Fernández, ... Image and Vision Computing 27 (6), 756-770, 2009	131	2009
Densitometric and local histogram based analysis of computed tomography images in patients with idiopathic pulmonary fibrosis SY Ash, R Harmouche, DLL Vallejo, JA Villalba, K Ostridge, R Gunville, ... Respiratory research 18, 1-11, 2017	93	2017
Arterial vascular pruning, right ventricular size, and clinical outcomes in chronic obstructive pulmonary disease. A longitudinal observational study GR Washko, P Nardelli, SY Ash, G Vegas Sanchez-Ferrero, FN Rahaghi, ... American journal of respiratory and critical care medicine 200 (4), 454-461, 2019	89	2019
Spatially variant noise estimation in MRI: A homomorphic approach S Aja-Fernandez, T Pie, G Vegas-Sanchez-Ferrero Medical image analysis 20 (1), 184-197, 2015	87	2015
Unsupervised 4D myocardium segmentation with a Markov Random Field based deformable model L Cordero-Grande, G Vegas-Sánchez-Ferrero, ... Medical image analysis 15 (3), 283-301, 2011	75	2011
Machine learning characterization of COPD subtypes: insights from the COPDGene study PJ Castaldi, A Boueiz, J Yun, RSJ Estepar, JC Ross, G Washko, MH Cho, ... Chest 157 (5), 1147-1157, 2020	68	2020
Pulmonary vascular morphology as an imaging biomarker in chronic thromboembolic pulmonary hypertension FN Rahaghi, JC Ross, M Agarwal, G González, CE Come, AA Diaz, ... Pulmonary circulation 6 (1), 70-81, 2016	63	2016
Interstitial features at chest CT enhance the deleterious effects of emphysema in the COPDGene cohort SY Ash, R Harmouche, JC Ross, AA Diaz, FN Rahaghi, ... Radiology 288 (2), 600-609, 2018	53	2018
Gamma mixture classifier for plaque detection in intravascular ultrasonic images G Vegas-Sanchez-Ferrero, J Seabra, O Rodriguez-Leor, A Serrano-Vida, ... IEEE transactions on ultrasonics, ferroelectrics, and frequency control 61 …, 2014	46	2014
Longitudinal modeling of lung function trajectories in smokers with and without chronic obstructive pulmonary disease JC Ross, PJ Castaldi, MH Cho, CP Hersh, FN Rahaghi, ... American journal of respiratory and critical care medicine 198 (8), 1033-1042, 2018	45	2018
Non-stationary rician noise estimation in parallel mri using a single image: a variance-stabilizing approach T Pieciak, S Aja-Fernandez, G Vegas-Sanchez-Ferrero IEEE transactions on pattern analysis and machine intelligence 39 (10), 2015 …, 2016	40	2016
Probabilistic-driven oriented speckle reducing anisotropic diffusion with application to cardiac ultrasonic images G Vegas-Sanchez-Ferrero, S Aja-Fernandez, M Martín-Fernández, ... Medical Image Computing and Computer-Assisted Intervention–MICCAI 2010: 13th …, 2010	37	2010
On the influence of interpolation on probabilistic models for ultrasonic images G Vegas-Sánchez-Ferrero, D Martín-Martínez, S Aja-Fernández, ... 2010 IEEE International Symposium on Biomedical Imaging: From Nano to Macro …, 2010	35	2010

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