Template Creation for High-Resolution Computed Tomography Scans of the Lung in R Software

Ryan Sarah M.; Vestal Brian; Maier Lisa A.; Carlson Nichole E.; Muschelli John

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Template Creation for High-Resolution Computed Tomography Scans of the Lung in R Software

机译：用于高分辨率计算断层扫描的模板创建肺部的肺部软件

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摘要

Rationale and Objectives: A standard lung template could improve population-level analyses for computed tomography (CT) scans of the lung. We develop a fully automated preprocessing pipeline for image analysis of the lungs using updated methodologies and R software that results in the creation of a standard lung template. We apply this pipeline to CT scans from a sarcoidosis population, exploring the influence of registration on radiomic analyses.

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来源
《Academic radiology》 |2020年第8期|共12页
作者
Ryan Sarah M.; Vestal Brian; Maier Lisa A.; Carlson Nichole E.; Muschelli John;
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作者单位

Colorado Sch Publ Hlth Dept Biostat &

Informat 13001 E 17th Pl Aurora CO 80045 USA;

Natl Jewish Hlth Ctr Genes Environm &

Hlth Denver CO USA;

Natl Jewish Hlth Dept Med Denver CO USA;

Colorado Sch Publ Hlth Dept Biostat &

Informat 13001 E 17th Pl Aurora CO 80045 USA;

Johns Hopkins Bloomberg Sch Publ Hlth Dept Biostat Baltimore MD USA;

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原文格式 PDF
正文语种 eng
中图分类放射医学;
关键词
Template creation; Atlas; Lung; Computed tomography; R Software;

机译：模板创作;atlas;肺;计算机断层扫描;r软件;

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Template Creation for High-Resolution Computed Tomography Scans of the Lung in R Software

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