Diagnostic improvements of calcium-removal image reconstruction algorithm using photon-counting detector CT for calcified coronary lesions

医学 图像质量 冠状动脉钙评分 接收机工作特性 迭代重建 放射科 核医学 断层摄影术 冠状动脉钙 计算机断层摄影术 图像(数学) 人工智能 内科学 计算机科学
作者
Takahiro Nishihara,Toru Miyoshi,M Nakashima,Noriaki Akagi,Yusuke Morimitsu,Tomohiro Inoue,Takashi Miki,M. Yoshida,H. Toda,Kazufumi Nakamura,Shinsuke Yuasa
出处
期刊:European Journal of Radiology [Elsevier BV]
卷期号:172: 111354-111354 被引量:18
标识
DOI:10.1016/j.ejrad.2024.111354
摘要

Abstract

Objective

To investigate the diagnostic performance of a calcium-removal image reconstruction algorithm with photon-counting detector-computed tomography (PCD-CT), a technology that hides only the calcified plaque from the spectral data in coronary calcified lesions.

Methods

This retrospective study included 17 patients who underwent PCD-coronary CT angiography (CCTA) with at least one significant coronary stenosis (≥50 %) with calcified plaque by CCTA and invasive coronary angiography (ICA) performed within 60 days of CCTA. A total of 162 segments with calcified plaque were evaluated for subjective image quality using a 4-point scale. Their calcium-removal images were reconstructed from conventional images, and both images were compared with ICA images as the reference standard. The contrast-to noise ratios for both images were calculated.

Results

Conventional and calcium-removal images had a subjective image quality of 2.7 ± 0.5 and 3.2 ± 0.9, respectively (p < 0.001). The percentage of segments with a non-diagnostic image quality was 32.7 % for conventional images and 28.3 % for calcium-removal images (p < 0.001). The segment-based diagnostic accuracy revealed an area under the receiver operating characteristic curve of 0.87 for calcium-removal images and 0.79 for conventional images (p = 0.006). Regarding accuracy, the specificity and positive predictive value of calcium-removal images were significantly improved compared with those of conventional images (80.5 % vs. 69.5 %, p = 0.002 and 64.1 % vs. 52.0 %, p < 0.001, respectively). The objective image quality of the mean contrast-to-noise ratio did not differ between the images (13.9 ± 3.6 vs 13.3 ± 3.4, p = 0.356)

Conclusions

Calcium-removal images with PCD-CT can potentially be used to evaluate diagnostic performance for calcified coronary artery lesions.
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
平常的春天完成签到,获得积分10
刚刚
丘比特应助ChenYifei采纳,获得10
刚刚
1秒前
1秒前
seeya完成签到,获得积分10
1秒前
ZQQ完成签到,获得积分10
2秒前
wl发布了新的文献求助10
2秒前
yang发布了新的文献求助10
2秒前
2秒前
蜂鸟完成签到,获得积分10
3秒前
zhangxr完成签到,获得积分20
3秒前
可爱的函函应助123采纳,获得10
4秒前
4秒前
4秒前
4秒前
我是老大应助灝男采纳,获得10
4秒前
自信石头完成签到,获得积分10
5秒前
5秒前
TheDay发布了新的文献求助10
5秒前
乐羊发布了新的文献求助10
5秒前
asl1994完成签到,获得积分10
5秒前
小羊发布了新的文献求助10
5秒前
molihuakai应助哈嘿采纳,获得10
6秒前
7秒前
8秒前
8秒前
rrr完成签到,获得积分20
8秒前
asl1994发布了新的文献求助10
8秒前
哈哈发布了新的文献求助10
8秒前
希望天下0贩的0应助Huang采纳,获得10
8秒前
9秒前
AurelianusLDA完成签到,获得积分20
9秒前
Akim应助HUMBLE采纳,获得10
10秒前
10秒前
CodeCraft应助希希采纳,获得10
10秒前
11秒前
石头发布了新的文献求助10
12秒前
12秒前
搜集达人应助陈M雯采纳,获得10
13秒前
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
2026年中国辛酸癸酸聚乙二醇甘油酯行业市场现状调查及投资机会研判报告 1000
2026年中国辛酸癸酸聚乙二醇甘油酯行业市场规模及竞争格局分析报告 1000
Resiliency Scale for Adolescents--Chinese Version 800
Fundamentals of Pharmaceutical and Biologics Regulations: A Global Perspective, Second Edition 700
作者名:Kristopher P. Plain,悉尼大学的,目前只能查到其四篇论文,想找到其博士论文 550
Matrix Methods in Data Mining and Pattern Recognition Second Edition 510
热门求助领域 (近24小时)
化学 材料科学 医学 生物 纳米技术 工程类 有机化学 化学工程 生物化学 计算机科学 内科学 物理 复合材料 催化作用 细胞生物学 无机化学 光电子学 物理化学 电极 基因
热门帖子
关注 科研通微信公众号,转发送积分 7328055
求助须知:如何正确求助?哪些是违规求助? 8942938
关于积分的说明 18967921
捐赠科研通 6983945
什么是DOI,文献DOI怎么找? 3216245
关于科研通互助平台的介绍 2382999
邀请新用户注册赠送积分活动 2195681