Spectral Detector CT-Derived Pulmonary Perfusion Maps and Pulmonary Parenchyma Characteristics for the Semiautomated Classification of Pulmonary Hypertension

医学 灌注 肺动脉高压 肺栓塞 肺动脉造影 核医学 放射科 灌注扫描 薄壁组织 心脏病学 内科学 病理
作者
Roman Johannes Gertz,Felix Gerhardt,Jan Robert Kröger,Rahil Shahzad,Liliana Caldeira,Jonathan Kottlors,Nils Große Hokamp,David Maintz,Stephan Rosenkranz,Alexander C. Bunck
出处
期刊:Frontiers in Cardiovascular Medicine [Frontiers Media]
卷期号:9 被引量:7
标识
DOI:10.3389/fcvm.2022.835732
摘要

Objectives To evaluate the usefulness of spectral detector CT (SDCT)-derived pulmonary perfusion maps and pulmonary parenchyma characteristics for the semiautomated classification of pulmonary hypertension (PH). Methods A total of 162 consecutive patients with right heart catheter (RHC)-proven PH of different aetiologies as defined by the current ESC/ERS guidelines who underwent CT pulmonary angiography (CTPA) on SDCT and 20 patients with an invasive rule-out of PH were included in this retrospective study. Semiautomatic lung segmentation into normal and malperfused areas based on iodine density (ID) as well as automatic, virtual non-contrast-based emphysema quantification were performed. Corresponding volumes, histogram features and the ID Skewness PerfDef -Emphysema-Index (δ-index) accounting for the ratio of ID distribution in malperfused lung areas and the proportion of emphysematous lung parenchyma were computed and compared between groups. Results Patients with PH showed a significantly greater extent of malperfused lung areas as well as stronger and more homogenous perfusion defects. In group 3 and 4 patients, ID skewness revealed a significantly more homogenous ID distribution in perfusion defects than in all other subgroups. The δ-index allowed for further subclassification of subgroups 3 and 4 ( p < 0.001), identifying patients with chronic thromboembolic PH (CTEPH, subgroup 4) with high accuracy (AUC: 0.92, 95%-CI, 0.85–0.99). Conclusion Abnormal pulmonary perfusion in PH can be detected and quantified by semiautomated SDCT-based pulmonary perfusion maps. ID skewness in malperfused lung areas, and the δ-index allow for a classification of PH subgroups, identifying groups 3 and 4 patients with high accuracy, independent of reader expertise.
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
更新
PDF的下载单位、IP信息已删除 (2025-6-4)

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
刚刚
1秒前
1秒前
周先生发布了新的文献求助10
1秒前
1秒前
lbl234发布了新的文献求助10
1秒前
2秒前
Dawn完成签到,获得积分10
2秒前
heher完成签到 ,获得积分10
2秒前
yu发布了新的文献求助10
4秒前
Akim应助曹先生采纳,获得10
4秒前
万能图书馆应助飞飞飞采纳,获得10
4秒前
无敌帅乐发布了新的文献求助10
4秒前
LunminBao完成签到,获得积分10
5秒前
火华发布了新的文献求助10
5秒前
IMF完成签到,获得积分10
5秒前
111发布了新的文献求助10
6秒前
伊雪儿发布了新的文献求助10
6秒前
6秒前
sacrum13发布了新的文献求助10
6秒前
小马走日_发布了新的文献求助10
6秒前
7秒前
graper2010完成签到,获得积分10
7秒前
吕玥函发布了新的文献求助10
7秒前
8秒前
Zzzhuan完成签到,获得积分10
8秒前
cmh完成签到 ,获得积分10
8秒前
量子星尘发布了新的文献求助50
8秒前
10秒前
超级小飞侠完成签到,获得积分10
11秒前
11秒前
yu完成签到,获得积分10
11秒前
浮游应助Carl采纳,获得10
11秒前
wawu完成签到 ,获得积分10
11秒前
Billy发布了新的文献求助20
12秒前
12秒前
13秒前
英姑应助ytolll采纳,获得10
13秒前
火华完成签到,获得积分10
13秒前
Zxxz完成签到,获得积分10
14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
Einführung in die Rechtsphilosophie und Rechtstheorie der Gegenwart 1500
Cowries - A Guide to the Gastropod Family Cypraeidae 1200
Socialization In The Context Of The Family: Parent-Child Interaction 600
“Now I Have My Own Key”: The Impact of Housing Stability on Recovery and Recidivism Reduction Using a Recovery Capital Framework 500
PRINCIPLES OF BEHAVIORAL ECONOMICS Microeconomics & Human Behavior 400
The Red Peril Explained: Every Man, Woman & Child Affected 400
热门求助领域 (近24小时)
化学 医学 生物 材料科学 工程类 有机化学 内科学 生物化学 物理 计算机科学 纳米技术 遗传学 基因 复合材料 化学工程 物理化学 病理 催化作用 免疫学 量子力学
热门帖子
关注 科研通微信公众号,转发送积分 5012268
求助须知:如何正确求助?哪些是违规求助? 4253594
关于积分的说明 13254851
捐赠科研通 4056369
什么是DOI,文献DOI怎么找? 2218666
邀请新用户注册赠送积分活动 1228332
关于科研通互助平台的介绍 1150778