Image quality assessment of artificial intelligence iterative reconstruction for low dose aortic CTA: A feasibility study of 70 kVp and reduced contrast medium volume

医学 图像质量 图像噪声 核医学 迭代重建 放射科 有效剂量(辐射) 对比噪声比 血管造影 辐射剂量 造影剂 计算机断层血管造影 计算机科学 图像(数学) 人工智能
作者
Wanjiang Li,Yongchun You,Sihua Zhong,Shuai Tao,Kai Liao,Jianqun Yu,Jin Zhao,Zhenlin Li,Chunyan Lu
出处
期刊:European Journal of Radiology [Elsevier BV]
卷期号:149: 110221-110221 被引量:20
标识
DOI:10.1016/j.ejrad.2022.110221
摘要

To investigate the image quality and feasibility of a novel artificial intelligence iterative reconstruction (AIIR) algorithm for aortic computer tomography angiography (CTA) with a low radiation dose and contrast material (CM) dosage protocol in comparison with hybrid iterative reconstruction (HIR) algorithm for standard-of-care aortic CTA.Fifty consecutive patients (mean age 58 ± 14 years, mean BMI 24.5 ± 4.7 kg/m2) with aortic diseases were prospectively enrolled. All patients underwent at least twice follow-up aortic CTA examinations. Standard dose CT (SDCT) was applied in the initial follow-up examination (100 kVp, auto mAs, contrast dose 0.8 mgL/kg), images were reconstructed with HIR (SDCT-HIR). In the second follow-up examination, patients underwent scanning with low dose CT (LDCT) (70 kVp, auto mAs, contrast dose 0.5 mgL/kg), images were reconstructed with HIR (LDCT-HIR) as well as AIIR (LDCT-AIIR). Attenuation values, noise, signal-to-noise ratio (SNR), and contrast-to-noise ratio (CNR) were measured for objective analysis. Subjective image quality was rated by two blinded radiologists using a 5-point scale. The effective radiation dose and CM dosage were also recorded.The effective radiation dose (1.58 ± 0.17 mSv vs. 9.96 ± 1.05 mSv, P < 0.001) and CM dosage (34.38 ± 5.43 ml vs. 54.64 ± 8.63 ml, P < 0.001) achieved a remarkable reduction of 84.14% and 37.08% in the LDCT compared to the SDCT. The attenuation was similar among the three reconstructed images (P > 0.05). Compared to LDCT-HIR images, LDCT-AIIR showed a lower noise and higher SNR and CNR. For qualitative analysis, there were no significant differences between the LDCT-AIIR and the SDCT-HIR images among four metrics (P > 0.05).Compared to standard-of-care aortic CTA with HIR, the application of the AIIR algorithm allows for radiation dose and CM dosage reduction while preserving image quality on low dose aortic CTA.
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
不安的白昼完成签到 ,获得积分10
1秒前
3秒前
wendydqw完成签到 ,获得积分10
5秒前
katrina完成签到,获得积分10
11秒前
XW完成签到,获得积分10
11秒前
16秒前
姜姜完成签到,获得积分10
17秒前
yanzu应助科研通管家采纳,获得10
18秒前
NexusExplorer应助科研通管家采纳,获得10
18秒前
myl应助科研通管家采纳,获得10
18秒前
heavenhorse应助科研通管家采纳,获得10
18秒前
orixero应助科研通管家采纳,获得10
18秒前
TINA应助科研通管家采纳,获得10
18秒前
yanzu应助科研通管家采纳,获得10
18秒前
Singularity应助科研通管家采纳,获得10
18秒前
美好乐松应助科研通管家采纳,获得10
18秒前
Singularity应助科研通管家采纳,获得10
18秒前
小蘑菇应助科研通管家采纳,获得10
18秒前
科研通AI5应助科研通管家采纳,获得10
19秒前
Aowu应助科研通管家采纳,获得10
19秒前
美好乐松应助科研通管家采纳,获得10
19秒前
myl应助科研通管家采纳,获得10
19秒前
TINA应助科研通管家采纳,获得10
19秒前
科研通AI5应助科研通管家采纳,获得10
19秒前
Singularity应助科研通管家采纳,获得10
19秒前
美好乐松应助科研通管家采纳,获得10
19秒前
科研通AI5应助科研通管家采纳,获得10
19秒前
yanzu应助科研通管家采纳,获得10
19秒前
迟大猫应助科研通管家采纳,获得10
19秒前
科研通AI5应助科研通管家采纳,获得10
19秒前
19秒前
美好乐松应助科研通管家采纳,获得10
20秒前
迟大猫应助科研通管家采纳,获得10
20秒前
myl应助科研通管家采纳,获得10
20秒前
迟大猫应助科研通管家采纳,获得10
20秒前
迟大猫应助科研通管家采纳,获得10
20秒前
科研通AI5应助科研通管家采纳,获得10
20秒前
迟大猫应助科研通管家采纳,获得10
20秒前
Auston_zhong应助科研通管家采纳,获得10
20秒前
科研通AI5应助科研通管家采纳,获得10
20秒前
高分求助中
Production Logging: Theoretical and Interpretive Elements 2700
Neuromuscular and Electrodiagnostic Medicine Board Review 1000
こんなに痛いのにどうして「なんでもない」と医者にいわれてしまうのでしょうか 510
Textures of Liquid Crystals 500
The First Nuclear Era: The Life and Times of a Technological Fixer 500
岡本唐貴自伝的回想画集 500
Distinct Aggregation Behaviors and Rheological Responses of Two Terminally Functionalized Polyisoprenes with Different Quadruple Hydrogen Bonding Motifs 450
热门求助领域 (近24小时)
化学 材料科学 医学 生物 工程类 有机化学 物理 生物化学 纳米技术 计算机科学 化学工程 内科学 复合材料 物理化学 电极 遗传学 量子力学 基因 冶金 催化作用
热门帖子
关注 科研通微信公众号,转发送积分 3671400
求助须知:如何正确求助?哪些是违规求助? 3228186
关于积分的说明 9778945
捐赠科研通 2938498
什么是DOI,文献DOI怎么找? 1610051
邀请新用户注册赠送积分活动 760520
科研通“疑难数据库(出版商)”最低求助积分说明 736020