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 | 272 | 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 | 201 | 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 | 167 | 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 | 156 | 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 | 143 | 2011 |
Statistical analysis of noise in MRI S Aja-Fernández, G Vegas-Sánchez-Ferrero Switzerland: Springer International Publishing, 2016 | 136 | 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 | 130 | 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 | 130 | 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 | 90 | 2017 |
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 | 85 | 2015 |
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 | 83 | 2019 |
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 | 61 | 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 | 59 | 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 | 52 | 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 | 39 | 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 |