Open AccessAutomated CT Staging of Chronic Obstructive Pulmonary Disease Severity for Predicting Disease Progression and Mortality with a Deep Learning Convolutional Neural Network
Author(s) -
Kyle Hasenstab,
Nancy Yuan,
Tara Retson,
Douglas Conrad,
Seth Kligerman,
David A. Lynch,
Albert Hsiao
Publication year - 2021
Publication title -
radiology cardiothoracic imaging
Language(s) - English
Resource type - Journals
ISSN - 2638-6135
DOI - 10.1148/ryct.2021200477
Subject(s) - medicine , copd , odds ratio , hazard ratio , logistic regression , air trapping , obstructive lung disease , disease , stage (stratigraphy) , proportional hazards model , lung , confidence interval , paleontology , biology
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