George R. Washko

According to our database1, George R. Washko authored at least 32 papers between 2006 and 2020.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Links

On csauthors.net:

Bibliography

2020
Biomarker Localization From Deep Learning Regression Networks.
IEEE Trans. Medical Imaging, 2020

An open-source framework for pulmonary fissure completeness assessment.
Comput. Medical Imaging Graph., 2020

2019
Bronchial Cartilage Assessment with Model-Based GAN Regressor.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2019, 2019

Localizing Image-Based Biomarker Regression Without Training Masks: A New Approach to Biomarker Discovery.
Proceedings of the 16th IEEE International Symposium on Biomedical Imaging, 2019

A SR-NET 3D-to-2D Architecture For Paraseptal Emphysema Segmentation.
Proceedings of the 16th IEEE International Symposium on Biomedical Imaging, 2019

2018
Pulmonary Artery-Vein Classification in CT Images Using Deep Learning.
IEEE Trans. Medical Imaging, 2018

Autocalibration method for non-stationary CT bias correction.
Medical Image Anal., 2018

Multiorgan structures detection using deep convolutional neural networks.
Proceedings of the Medical Imaging 2018: Image Processing, 2018

Deep learning for biomarker regression: application to osteoporosis and emphysema on chest CT scans.
Proceedings of the Medical Imaging 2018: Image Processing, 2018

Automated Agatston score computation in non-ECG gated CT scans using deep learning.
Proceedings of the Medical Imaging 2018: Image Processing, 2018

Multi-structure Segmentation from Partially Labeled Datasets. Application to Body Composition Measurements on CT Scans.
Proceedings of the Image Analysis for Moving Organ, Breast, and Thoracic Images, 2018

On the Relevance of the Loss Function in the Agatston Score Regression from Non-ECG Gated CT Scans.
Proceedings of the Image Analysis for Moving Organ, Breast, and Thoracic Images, 2018

2017
A Bayesian Nonparametric Model for Disease Subtyping: Application to Emphysema Phenotypes.
IEEE Trans. Medical Imaging, 2017

Statistical characterization of noise for spatial standardization of CT scans: Enabling comparison with multiple kernels and doses.
Medical Image Anal., 2017

2016
Derivation of a test statistic for emphysema quantification.
Proceedings of the 13th IEEE International Symposium on Biomedical Imaging, 2016

Automated Agatston score computation in a large dataset of non ECG-gated chest computed tomography.
Proceedings of the 13th IEEE International Symposium on Biomedical Imaging, 2016

2014
Comparing algorithms for automated vessel segmentation in computed tomography scans of the lung: the VESSEL12 study.
Medical Image Anal., 2014

Pectoralis Muscle Segmentation on CT Images Based on Bayesian Graph Cuts with a Subject-Tailored Atlas.
Proceedings of the Medical Computer Vision: Algorithms for Big Data, 2014

Airway labeling using a Hidden Markov Tree Model.
Proceedings of the IEEE 11th International Symposium on Biomedical Imaging, 2014

Ranking and classification of monotonic emphysema patterns with a multi-class hierarchical approach.
Proceedings of the IEEE 11th International Symposium on Biomedical Imaging, 2014

Deformable Registration of Feature-Endowed Point Sets Based on Tensor Fields.
Proceedings of the 2014 IEEE Conference on Computer Vision and Pattern Recognition, 2014

2013
Diffeomorphic point set registration using non-stationary mixture models.
Proceedings of the 10th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2013

Modeling airway probability.
Proceedings of the 10th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2013

Emphysema classification based on embedded probabilistic PCA.
Proceedings of the 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2013

2012
Emphysema quantification in a multi-scanner HRCT cohort using local intensity distributions.
Proceedings of the 9th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2012

Computational vascular morphometry for the assessment of pulmonary vascular disease based on scale-space particles.
Proceedings of the 9th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2012

Automatic airway analysis for genome-wide association studies in COPD.
Proceedings of the 9th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2012

Aorta segmentation with a 3D level set approach and quantification of aortic calcifications in non-contrast chest CT.
Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2012

2011
Probabilistic Elastography: Estimating Lung Elasticity.
Proceedings of the Information Processing in Medical Imaging, 2011

2010
Automatic Lung Lobe Segmentation Using Particles, Thin Plate Splines, and Maximum a Posteriori Estimation.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2010

2009
Lung Extraction, Lobe Segmentation and Hierarchical Region Assessment for Quantitative Analysis on High Resolution Computed Tomography Images.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2009

2006
Accurate Airway Wall Estimation Using Phase Congruency.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2006


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