清晨好,您是今天最早来到科研通的研友!由于当前在线用户较少,发布求助请尽量完整的填写文献信息,科研通机器人24小时在线,伴您科研之路漫漫前行!

Can advanced edge enhancement software improve image quality to visualise tubes, catheters and wires in digital chest radiographs?

医学 图像质量 导管 射线照相术 图像处理 核医学 图像噪声 边缘增强 放射科 生物医学工程 人工智能 计算机科学 图像(数学)
作者
S.V. Kristensen,C. Outzen,L.M. Grau,T.R. Larsen,M. Bidstrup,M.V. Egeskjold,J.A. Knude,D. Juhl,Helle Precht
出处
期刊:Radiography [Elsevier BV]
卷期号:29 (1): 165-170
标识
DOI:10.1016/j.radi.2022.10.012
摘要

Abstract

Introduction

This study aimed to test whether Advanced Edge Enhancement (AEE) software could improve the localisation of tubes, catheters or wires, while also affecting the overall image quality in chest x-rays (CXR).

Methods

In total, 50 retrospective CXRs were included. All images were obtained utilising the Canon X-ray system (CANON/Arcoma Precision T3 DR System, Canon Europe, Amsterdam, NL) with a CXDI-810C wireless detector. A clinical image, plus three additional AEE algorithms were applied using post processing (two intensity variations 1 and 4) on all CXRs totalling 350 different images. Three radiologists evaluated the images using a subjective Absolute Visual Grading Analysis (VGA). The clinical images used in post processing were not applied as reference in the analysis. Each radiologist graded the images separately in a randomized order, with a score of three indicating suitability for diagnostic assessment.

Results

The three AEE algorithms contributed to an overall improvement (average 16–49%) in visualisation of tube, catheter or wire on CXR images. The Mann–Whitney U tests showed a statistically significant (p < 0.05) improvement in contrast resolution and sharpness, indicating an increased ability to differentiate tubes, wires or catheters tips from surrounding tissues. For the noise criterion, not applying any AEE algorithm showed a significantly higher homogeneity in soft tissue (p < 0.001), reducing the ability to visualise soft tissue. The high-intensity catheter algorithm was the only algorithm to achieve a statistically significant (p = 0.017) increase in the ability to differentiate pulmonary tissues of similar density.

Conclusion

An overall improvement in the visualisation of tube, catheter and wire placement was obtained using the three AEE-algorithms. The bone and catheter algorithms showed the highest consistency, with the small structure algorithm underperforming in resolution and low contrast resolution. In general, image noise increased regardless of algorithm type or applied intensity. The AEE-algorithms should therefore be seen as a supplementary tool to the clinical image protocol, while having the potential to improve image quality to specific clinical situations.

Implications for practice

AEE filtered images appear to be a supplement to the current practice of using CXRs in the diagnosis in placement of catheters, tubes and wires in the chest region. The use of AEE-algorithms has the potential to improve the daily work in clinical practice, which serves the basis for further investigation of its effect on radiographic practices.
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
诺亚方舟哇哈哈完成签到 ,获得积分0
1秒前
12秒前
俏皮的松鼠完成签到 ,获得积分10
12秒前
車侖完成签到 ,获得积分10
15秒前
16秒前
znchick发布了新的文献求助10
18秒前
yuehan完成签到 ,获得积分10
19秒前
Prime完成签到 ,获得积分10
21秒前
25秒前
32秒前
柳行天完成签到 ,获得积分10
38秒前
天青色等烟雨完成签到 ,获得积分10
46秒前
赘婿应助王木木采纳,获得10
49秒前
科研通AI2S应助WANG采纳,获得10
51秒前
JY完成签到 ,获得积分10
54秒前
mc完成签到 ,获得积分10
55秒前
56秒前
含糊的茹妖完成签到 ,获得积分0
57秒前
1分钟前
彩色的芷容完成签到 ,获得积分10
1分钟前
丽丽完成签到,获得积分10
1分钟前
1分钟前
widesky777完成签到 ,获得积分0
1分钟前
1分钟前
王木木发布了新的文献求助10
1分钟前
1分钟前
王木木发布了新的文献求助10
1分钟前
1分钟前
1分钟前
1分钟前
chichenglin完成签到 ,获得积分0
1分钟前
chcmy完成签到 ,获得积分0
2分钟前
合适的梦菡完成签到,获得积分10
2分钟前
蓝意完成签到,获得积分0
2分钟前
衣蝉完成签到 ,获得积分10
2分钟前
zhao完成签到 ,获得积分10
2分钟前
如意的馒头完成签到 ,获得积分10
2分钟前
科科通通完成签到,获得积分10
2分钟前
zyjsunye完成签到 ,获得积分0
2分钟前
满意的伊完成签到,获得积分10
3分钟前
高分求助中
Les Mantodea de Guyane Insecta, Polyneoptera 2500
Technologies supporting mass customization of apparel: A pilot project 450
A Field Guide to the Amphibians and Reptiles of Madagascar - Frank Glaw and Miguel Vences - 3rd Edition 400
A China diary: Peking 400
Brain and Heart The Triumphs and Struggles of a Pediatric Neurosurgeon 400
Cybersecurity Blueprint – Transitioning to Tech 400
Mixing the elements of mass customisation 400
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 3784835
求助须知:如何正确求助?哪些是违规求助? 3330065
关于积分的说明 10244270
捐赠科研通 3045416
什么是DOI,文献DOI怎么找? 1671678
邀请新用户注册赠送积分活动 800597
科研通“疑难数据库(出版商)”最低求助积分说明 759524