Optimal threshold in low-dose CT quantification of emphysema

医学 斯皮尔曼秩相关系数 核医学 肺癌 秩相关 肺功能测试 相关性 放射科 肺 人口 肺气肿 内科学 统计 数学 几何学 环境卫生
作者
Xianxian Cao,Chenwang Jin,Tao Tan,Youmin Guo
出处
期刊:European Journal of Radiology [Elsevier BV]
卷期号:129: 109094-109094 被引量:8
标识
DOI:10.1016/j.ejrad.2020.109094
摘要

Objective Low–dose CT is now widely used in the screening of lung cancer and the detection of pulmonary nodules. There has also been increasing interest in using Low–dose CT for evaluating emphysema. In conventional dose CT, the threshold of −950HU is a common threshold for density-based emphysema quantification for worldwide population. However, the optimal threshold for assessing emphysema at low-dose CT has not been determined. The purpose of this study is to determine the optimal threshold for low-dose CT quantification of emphysema for Chinese population. Materials and methods In this study, 548 low-dose chest CT examinations acquired from different subjects (119 none, 49 mild, 163 moderate, 152 severe, and 65 very severe obstruction) are collected. At the level of the entire lung and individual lobes, the extent of emphysema was quantified by the percentage of the low attenuation area (LAA%) at a wide range of thresholds from −850HU to −1000HU. Both Pearson and Spearman’s rank correlation coefficients were used to assess the correlations between 1) LAA% and pulmonary functions and 2) LAA% and the five-category classification. The statistical significance of the difference between correlation coefficients were evaluated using Steiger’Z test. Results LAA% had a good correlation with both pulmonary function (|r| = 0.1–0.600, p < 0.001) and the five-category classification (r = 0.163–0.602, p < 0.001) in both the entire lung and individual lobes under different thresholds. The highest correlation coefficient is obtained at −940HU instead of -950HU. Conclusion Low-dose CT can be used for quantitative assessment of emphysema, and the threshold of -940HU is a suitable threshold for quantifying emphysema in low-dose CT images for Chinese population.
最长约 10秒,即可获得该文献文件

科研通智能强力驱动
Strongly Powered by AbleSci AI
科研通是完全免费的文献互助平台,具备全网最快的应助速度,最高的求助完成率。 对每一个文献求助,科研通都将尽心尽力,给求助人一个满意的交代。
实时播报
Mira发布了新的文献求助10
刚刚
刚刚
研友_nq2QpZ发布了新的文献求助10
1秒前
在水一方的应助被激动的元风采纳,获得10
1秒前
2秒前
tang发布了新的文献求助10
2秒前
emmm完成签到 ,获得积分10
3秒前
3秒前
Ava的应助被一韦采纳,获得10
4秒前
xing完成签到 ,获得积分10
4秒前
李铭皓发布了新的文献求助10
4秒前
我是老大的应助被啊花采纳,获得10
5秒前
彭于晏的应助被Johan采纳,获得10
5秒前
5秒前
尼好完成签到,获得积分10
6秒前
无花果的应助被蛋饼哥77采纳,获得10
7秒前
一颗苹果的应助被shuailee采纳,获得10
7秒前
干净忆寒完成签到,获得积分20
7秒前
King16发布了新的文献求助10
8秒前
8秒前
常想一二完成签到,获得积分10
8秒前
酷波er的应助被标致向露采纳,获得10
8秒前
科研通AI2S的应助被Dreammmax采纳,获得10
8秒前
9秒前
沧源完成签到,获得积分10
9秒前
思源的应助被zy采纳,获得10
10秒前
研友_nq2QpZ完成签到,获得积分10
11秒前
Natureone发布了新的文献求助10
11秒前
lzzz完成签到,获得积分10
11秒前
11秒前
袁保泰发布了新的文献求助10
11秒前
研友_VZG7GZ的应助被安详的觅风采纳,获得10
12秒前
12秒前
12秒前
沧源发布了新的文献求助10
12秒前
可可柠檬怪关注了科研通微信公众号
13秒前
King16完成签到,获得积分10
13秒前
蛋饼哥77完成签到,获得积分10
14秒前
空瓶氧气的应助被娃娃哈采纳,获得10
15秒前
15秒前
高分求助中
(应助此贴封号)【重要!!请各用户(尤其是新用户)详细阅读】【科研通的精品贴汇总】 10000
Das Matthäusevangelium: Kapitel 1:1–17 1000
IRTSD: Open-Source Data and Toolset for Electromagnetic Transient Analysis of Disturbances and IBR Control Malfunctions in Transmission Systems 1000
Comprehensive Medicinal Chemistry IV (4th Edition) 800
Entre Praga y Madrid : los contactos checoslovaco-españoles (1948-1977) 600
A REVIEW OF THE V-22 DYNAMICS VALIDATION PROGRAM 600
Les Mots du discours 600
热门求助领域 (近24小时)
化学 材料科学 医学 生物 纳米技术 计算机科学 工程类 有机化学 化学工程 生物化学 物理 复合材料 内科学 催化作用 光电子学 人工智能 细胞生物学 无机化学 物理化学 数学
热门帖子
关注 科研通微信公众号,转发送积分 8120578
求助须知:如何正确求助?哪些是违规求助? 9525386
关于积分的说明 21556019
捐赠科研通 7699117
什么是DOI,文献DOI怎么找? 3415151
关于科研通互助平台的介绍 2540955
邀请新用户注册赠送积分活动 2455411