George R. Washko

发表

Computational vascular morphometry for the assessment of pulmonary vascular disease based on scale-space particles

Thomas Schultz, Gordon L. Kindlmann, Raúl San José Estépar, 2012, 2012 9th IEEE International Symposium on Biomedical Imaging (ISBI).

Emphysema quantification in a multi-scanner HRCT cohort using local intensity distributions

Raúl San José Estépar, Carlos S. Mendoza, Begoña Acha, 2012, 2012 9th IEEE International Symposium on Biomedical Imaging (ISBI).

Automatic airway analysis for genome-wide association studies in COPD

Carl-Fredrik Westin, Ron Kikinis, Gordon L. Kindlmann, 2012, 2012 9th IEEE International Symposium on Biomedical Imaging (ISBI).

Statistical characterization of noise for spatial standardization of CT scans: Enabling comparison with multiple kernels and doses

Raúl San José Estépar, María J. Ledesma-Carbayo, Gonzalo Vegas-Sánchez-Ferrero, 2017, Medical Image Anal..

Localizing Image-Based Biomarker Regression Without Training Masks: A New Approach to Biomarker Discovery

Raúl San José Estépar, Miguel Cazorla, Germán González, 2019, 2019 IEEE 16th International Symposium on Biomedical Imaging (ISBI 2019).

Multi-structure Segmentation from Partially Labeled Datasets. Application to Body Composition Measurements on CT Scans

Raúl San José Estépar, Germán González, George R. Washko, 2018, RAMBO+BIA+TIA@MICCAI.

Multiorgan structures detection using deep convolutional neural networks

Raúl San José Estépar, María J. Ledesma-Carbayo, George R. Washko, 2018, Medical Imaging.

Bronchial Cartilage Assessment with Model-Based GAN Regressor

Raúl San José Estépar, George R. Washko, Pietro Nardelli, 2019, MICCAI.

Accurate Airway Wall Estimation Using Phase Congruency

Carl-Fredrik Westin, Ron Kikinis, Raúl San José Estépar, 2006, MICCAI.

Consistency Of Standard Airway Metrics And A Novel Metric, Airway Power, Across CT Reconstruction Algorithms And Scanning Platforms

Carl-Fredrik Westin, Ron Kikinis, Raúl San José Estépar, 2010, ATS 2010.

Modeling airway probability

Carlos Ortiz-de-Solorzano, Raúl San José Estépar, James C. Ross, 2013, 2013 IEEE 10th International Symposium on Biomedical Imaging.

Derivation of a test statistic for emphysema quantification

Raúl San José Estépar, George R. Washko, Gonzalo Vegas-Sánchez-Ferrero, 2016, 2016 IEEE 13th International Symposium on Biomedical Imaging (ISBI).

Deformable Registration of Feature-Endowed Point Sets Based on Tensor Fields

William M. Wells, Demian Wassermann, Raúl San José Estépar, 2014, 2014 IEEE Conference on Computer Vision and Pattern Recognition.

On the Relevance of the Loss Function in the Agatston Score Regression from Non-ECG Gated CT Scans

Miguel Cazorla, Raúl San José Estépar, Germán González, 2018, RAMBO+BIA+TIA@MICCAI.

Pectoralis Muscle Segmentation on CT Images Based on Bayesian Graph Cuts with a Subject-Tailored Atlas

Raúl San José Estépar, James C. Ross, George R. Washko, 2014, MCV.

An open-source framework for pulmonary fissure completeness assessment

Raúl San José Estépar, James C. Ross, George R. Washko, 2020, Comput. Medical Imaging Graph..

Aorta segmentation with a 3D level set approach and quantification of aortic calcifications in non-contrast chest CT

Raúl San José Estépar, Sila Kurugol, James C. Ross, 2012, 2012 Annual International Conference of the IEEE Engineering in Medicine and Biology Society.

Autocalibration method for non‐stationary CT bias correction

Raúl San José Estépar, George R. Washko, Gonzalo Vegas-Sánchez-Ferrero, 2018, Medical Image Anal..

Ranking and classification of monotonic emphysema patterns with a multi-class hierarchical approach

Raúl San José Estépar, Sila Kurugol, George R. Washko, 2014, 2014 IEEE 11th International Symposium on Biomedical Imaging (ISBI).

Automatic Lung Lobe Segmentation Using Particles, Thin Plate Splines, and Maximum a Posteriori Estimation

Carl-Fredrik Westin, Gordon L. Kindlmann, Raúl San José Estépar, 2010, MICCAI.

Emphysema classification based on embedded probabilistic PCA

Raúl San José Estépar, Sila Kurugol, James C. Ross, 2013, 2013 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC).

Probabilistic Elastography: Estimating Lung Elasticity

William M. Wells, James C. Ross, George R. Washko, 2011, IPMI.

Improving the Accuracy of Airway Wall Measurements Using Deep Learning

George R. Washko, Pietro Nardelli, Alejandro A. Diaz, 2019 .

Deep learning for biomarker regression: application to osteoporosis and emphysema on chest CT scans

Raúl San José Estépar, Germán González, George R. Washko, 2018, Medical Imaging.

Pulmonary Artery–Vein Classification in CT Images Using Deep Learning

Raúl San José Estépar, George R. Washko, Daniel Jimenez-Carretero, 2018, IEEE Transactions on Medical Imaging.

Airway labeling using a Hidden Markov Tree Model

Jennifer G. Dy, Demian Wassermann, Raúl San José Estépar, 2014, 2014 IEEE 11th International Symposium on Biomedical Imaging (ISBI).

A Bayesian Nonparametric Model for Disease Subtyping: Application to Emphysema Phenotypes

Jennifer G. Dy, Raúl San José Estépar, James C. Ross, 2017, IEEE Transactions on Medical Imaging.

Automated Agatston score computation in non-ECG gated CT scans using deep learning

Raúl San José Estépar, Miguel Cazorla, Germán González, 2018, Medical Imaging.

Automated Agatston score computation in a large dataset of non ECG-gated chest computed tomography

Raúl San José Estépar, Germán González, George R. Washko, 2016, 2016 IEEE 13th International Symposium on Biomedical Imaging (ISBI).

A SR-NET 3D-to-2D Architecture For Paraseptal Emphysema Segmentation

Raúl San José Estépar, María J. Ledesma-Carbayo, George R. Washko, 2019, 2019 IEEE 16th International Symposium on Biomedical Imaging (ISBI 2019).

Lung Extraction, Lobe Segmentation and Hierarchical Region Assessment for Quantitative Analysis on High Resolution Computed Tomography Images

Carl-Fredrik Westin, Ron Kikinis, Raúl San José Estépar, 2009, MICCAI.

Diffeomorphic point set registration using non-stationary mixture models

Carl-Fredrik Westin, Demian Wassermann, Raúl San José Estépar, 2013, 2013 IEEE 10th International Symposium on Biomedical Imaging.

Comparing algorithms for automated vessel segmentation in computed tomography scans of the lung: the VESSEL12 study

Valery Naranjo, Hans Meine, Raúl San José Estépar, 2014, Medical Image Anal..

Acute Exacerbations and Lung Function Loss in Smokers with and without Chronic Obstructive Pulmonary Disease

Jeffrey L. Curtis, George R. Washko, Russell P. Bowler, 2016, American journal of respiratory and critical care medicine.

Quantifying Patterns Of Emphysema By Local Density Histogram In Chest CT Scans

Raúl San José Estépar, Alejandro R. Diaz, George R. Washko, 2012, ATS 2012.

Single Cell RNA-seq reveals ectopic and aberrant lung resident cell populations in Idiopathic Pulmonary Fibrosis

Naftali Kaminski, George R. Washko, Xiting Yan, 2019, bioRxiv.

An official American Thoracic Society/European Respiratory Society statement: research questions in COPD

Thierry Troosters, Marc Decramer, George R. Washko, 2015, European Respiratory Review.

Cardiac Morphometry on Computed Tomography and Exacerbation Reduction with &bgr;‐Blocker Therapy in Chronic Obstructive Pulmonary Disease

Raúl San José Estépar, Gonzalo Vegas-Sánchez-Ferrero, George R. Washko, 2017, American journal of respiratory and critical care medicine.

Lobar Emphysema Distribution Is Associated With 5‐Year Radiological Disease Progression

Eric A. Hoffman, Russell Bowler, Philip F. Judy, 2018, Chest.

Arterial Vascular Pruning, Right Ventricular Size, and Clinical Outcomes in Chronic Obstructive Pulmonary Disease. A Longitudinal Observational Study

Raúl San José Estépar, George R. Washko, Gonzalo Vegas Sanchez-Ferrero, 2019, American Journal of Respiratory and Critical Care Medicine.

Computed Tomographic-Based Quantification of Emphysema and Correlation to Pulmonary Function and Mechanics

Eric A. Hoffman, Amir Sharafkhaneh, George R. Washko, 2008, COPD.