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Eric A. Hoffman

Robust Quantification of Percent Emphysema on CT via Domain Attention: the Multi-Ethnic Study of Atherosclerosis (MESA) Lung Study

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Mar 06, 2024
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Robust deep labeling of radiological emphysema subtypes using squeeze and excitation convolutional neural networks: The MESA Lung and SPIROMICS Studies

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Mar 01, 2024
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Unsupervised Airway Tree Clustering with Deep Learning: The Multi-Ethnic Study of Atherosclerosis (MESA) Lung Study

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Feb 28, 2024
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Lung2Lung: Volumetric Style Transfer with Self-Ensembling for High-Resolution Cross-Volume Computed Tomography

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Oct 06, 2022
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Single volume lung biomechanics from chest computed tomography using a mode preserving generative adversarial network

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Oct 15, 2021
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CT Image Segmentation for Inflamed and Fibrotic Lungs Using a Multi-Resolution Convolutional Neural Network

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Oct 16, 2020
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Novel Subtypes of Pulmonary Emphysema Based on Spatially-Informed Lung Texture Learning

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Jul 09, 2020
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Explaining Radiological Emphysema Subtypes with Unsupervised Texture Prototypes: MESA COPD Study

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Dec 05, 2016
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