Dual-Contrast Biphasic Liver Imaging With Iodine and Gadolinium Using Photon-Counting Detector Computed Tomography

核医学 对比度(视觉) 计算机断层摄影术 医学 放射科 探测器 断层摄影术 核磁共振 光学 物理 材料科学 冶金
作者
Liqiang Ren,Nathan R. Huber,Kishore Rajendran,Joel G. Fletcher,Cynthia H. McCollough,Lifeng Yu
出处
期刊:Investigative Radiology [Ovid Technologies (Wolters Kluwer)]
卷期号:57 (2): 122-129 被引量:40
标识
DOI:10.1097/rli.0000000000000815
摘要

Purpose The aims of this study were to develop a single-scan dual-contrast protocol for biphasic liver imaging with 2 intravenous contrast agents (iodine and gadolinium) and to evaluate its effectiveness in an exploratory swine study using a photon-counting detector computed tomography (PCD-CT) system. Materials and Methods A dual-contrast CT protocol was developed for PCD-CT to simultaneously acquire 2 phases of liver contrast enhancement, with the late arterial phase enhanced by 1 contrast agent (iodine-based) and the portal venous phase enhanced by the other (gadolinium-based). A gadolinium contrast bolus (gadobutrol: 64 mL, 8 mL/s) and an iodine contrast bolus (iohexol: 40 mL, 5 mL/s) were intravenously injected in the femoral vein of a healthy domestic swine, with the second injection initiated after 17 seconds from the beginning of the first injection; PCD-CT image acquisition was performed 12 seconds after the beginning of the iodine contrast injection. A convolutional neural network (CNN)–based denoising technique was applied to PCD-CT images to overcome the inherent noise magnification issue in iodine/gadolinium decomposition task. Iodine and gadolinium material maps were generated using a 3-material decomposition method in image space. A set of contrast samples (mixed iodine and gadolinium) was attached to the swine belly; quantitative accuracy of material decomposition in these inserts between measured and true concentrations was calculated using root mean square error. An abdominal radiologist qualitatively evaluated the delineation of arterial and venous vasculatures in the swine liver using iodine and gadolinium maps obtained using the dual-contrast PCD-CT protocol. Results The iodine and gadolinium samples attached to the swine were quantified with root mean square error values of 0.75 mg/mL for iodine and 0.45 mg/mL for gadolinium from the contrast material maps derived from the denoised PCD-CT images. Hepatic arteries containing iodine and veins containing gadolinium in the swine liver could be clearly visualized. Compared with the original images, better distinctions between 2 liver phases were achieved using CNN denoising, with approximately 60% to 80% noise reduction in contrast material maps acquired with the denoised PCD-CT images compared with the original images. Conclusions Simultaneous biphasic liver imaging in a single multienergy PCD-CT acquisition using a dual-contrast (iodine and gadolinium) injection protocol and CNN denoising was demonstrated in a swine study, where the enhanced hepatic arteries (containing iodine) and the enhanced hepatic veins (containing gadolinium) could be clearly visualized and delineated in the swine liver.

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
刚刚
AneyWinter66应助科研通管家采纳,获得10
刚刚
刚刚
天天快乐应助科研通管家采纳,获得10
刚刚
丘比特应助科研通管家采纳,获得30
刚刚
Ava应助科研通管家采纳,获得10
1秒前
科目三应助科研通管家采纳,获得10
1秒前
Jasper应助科研通管家采纳,获得10
1秒前
1秒前
1秒前
1秒前
1秒前
1秒前
1秒前
wyc发布了新的文献求助10
1秒前
2秒前
铃中有音完成签到,获得积分10
2秒前
陈秋迎发布了新的文献求助10
2秒前
songkeyan123关注了科研通微信公众号
3秒前
张小小明发布了新的文献求助10
4秒前
李里哩完成签到,获得积分10
4秒前
外向的砖家完成签到 ,获得积分10
4秒前
5秒前
5秒前
5秒前
5秒前
Sea_U应助温暖的绿蝶采纳,获得10
5秒前
完美世界应助鹅鹅鹅采纳,获得10
5秒前
娇娇完成签到,获得积分10
5秒前
嘻嘻完成签到,获得积分0
6秒前
天天快乐应助汤mou采纳,获得10
6秒前
欧瑞吉完成签到,获得积分10
7秒前
星辰大海应助wannada采纳,获得10
7秒前
懂123发布了新的文献求助10
7秒前
农大一根葱完成签到,获得积分10
7秒前
李里哩发布了新的文献求助10
7秒前
8秒前
8秒前
深情安青应助坚强砖家采纳,获得10
8秒前
8秒前
高分求助中
Modern Epidemiology, Fourth Edition 5000
Kinesiophobia : a new view of chronic pain behavior 5000
Molecular Biology of Cancer: Mechanisms, Targets, and Therapeutics 3000
Propeller Design 2000
Weaponeering, Fourth Edition – Two Volume SET 2000
Handbook of pharmaceutical excipients, Ninth edition 1500
First commercial application of ELCRES™ HTV150A film in Nichicon capacitors for AC-DC inverters: SABIC at PCIM Europe 1000
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 纳米技术 化学工程 生物化学 物理 计算机科学 内科学 复合材料 催化作用 物理化学 光电子学 电极 冶金 细胞生物学 基因
热门帖子
关注 科研通微信公众号,转发送积分 6009192
求助须知:如何正确求助?哪些是违规求助? 7548364
关于积分的说明 16129741
捐赠科研通 5155640
什么是DOI,文献DOI怎么找? 2761662
邀请新用户注册赠送积分活动 1739791
关于科研通互助平台的介绍 1633095