COMPUTATIONAL ANALYSIS OF HRCT IMAGES FOR CHARACTERIZATION AND DIFFERENTIATION OF ILD AND COPD

机译：HRCT图像的计算分析及分化ILD和COPD

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Several image metrics have been proposed for pulmonary assessment via thoracic high-resolution computed tomography (HRCT) for various pathologies. This paper describes a systematic analysis of several such metrics for differentiating between interstitial lung disease (ILD) and chronic obstructive pulmonary disease (COPD). HRCT inspiratory and expiratory images for 14 patients with ILD and 11 patients with COPD were acquired retrospectively. Data from pulmonary function testings (PFT) were also acquired retrospectively for each patient. Using a discriminative subset of image metrics, our study shows that computational analysis of thoracic HRCT images permits differentiation between ILD and COPD groups.

机译：已经提出了几种图像指标，以通过胸廓高分辨率计算断层扫描（HRCT）进行肺部评估，用于各种病理学。本文介绍了分化间质肺病（ILD）和慢性阻塞性肺病（COPD）的若干这样的度量的系统分析。回顾性地获得了14例ILD和11例COPD患者的HRCT吸气和呼气图像。每个患者还回顾性来自肺功能测试（PFT）的数据。我们的研究表明，使用鉴别的图像指标子集，表明胸部HRCT图像的计算分析允许ILD和COPD组之间的差异。

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《IEEE International Symposium on Biomedical Imaging》|2009年||共4页
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Song G.; Barbosa E. Jr.; Tustison N.; Gee J.; Gefter W. B.; Kreider M.; Torigian D. A.;
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中图分类 TP391.41-53;
关键词
Computed tomography (CT); Interstitial lung disease (ILD); Chronic obstructive pulmonary disease (COPD); Emphysema; Pulmonary function testing (PFT); Quantification; Correlation; Feature selection;

机译：计算断层扫描（CT）;间质肺病（ILD）;慢性阻塞性肺病（COPD）;肺气肿;肺功能测试（PFT）;量化;相关;要素;功能选择;

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专利

1. A Comparative Study of HRCT Image Metrics and PFT Values for Characterization of ILD and COPD [J] . SongG., MortaniBarbosaJr.E., TustisonN., Academic radiology . 2012,第7期

机译：HRCT图像指标和PFT值用于ILD和COPD表征的比较研究
2. A Comparative Study of HRCT Image Metrics and PFT Values for Characterization of ILD and COPD [J] . SongG., MortaniBarbosaJr.E., TustisonN., Academic radiology . 2012,第7期

机译：HRCT图像度量和PFT值的比较研究，以表征ILD和COPD
3. Characteristic features of pulmonary function test, CT volume analysis and MR perfusion imaging in COPD patients with different HRCT phenotypes [J] . FanL., XiaY., GuanY., The clinical respiratory journal. . 2014,第1期

机译：不同HRCT表型的COPD患者肺功能检查，CT容量分析和MR灌注成像的特征
4. COMPUTATIONAL ANALYSIS OF HRCT IMAGES FOR CHARACTERIZATION AND DIFFERENTIATION OF ILD AND COPD [C] . Song G., Barbosa E. Jr., Tustison N., IEEE International Symposium on Biomedical Imaging . 2009

机译：HRCT图像的计算分析及分化ILD和COPD
5. Analysis of chronic obstructive pulmonary disease (COPD) using CT images [D] . Bodduluri, Sandeep 2012

机译：使用CT图像分析慢性阻塞性肺疾病（COPD）
6. Single-molecule optical microscopy of protein dynamics and computational analysis of images to determine cell structure development in differentiating Bacillus subtilis [O] . Adam J.M. Wollman, Katarína Muchová, Zuzana Chromiková, 2020

机译：蛋白质动力学的单分子光学显微镜和图像的计算分析以确定枯草芽孢杆菌的细胞结构发育
7. A Comparative Study of HRCT Image Metrics and PFT Values for Characterization of ILD and COPD [O] . Gang Song, Nicholas Tustison, Eduardo Barbosa, 2009

机译：HRCT图像指标和PFT值用于ILD和COPD表征的比较研究

COMPUTATIONAL ANALYSIS OF HRCT IMAGES FOR CHARACTERIZATION AND DIFFERENTIATION OF ILD AND COPD

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