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Application of off‐line image processing for optimization in chest computed radiography using a low cost system

机译:离线图像处理在利用低成本系统进行胸部X线摄影中的优化中的应用

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摘要

The objective of this study was to improve the visibility of anatomical details by applying off‐line postimage processing in chest computed radiography (CR). Four spatial domain‐based external image processing techniques were developed by using MATLAB software version 7.0.0.19920 (R14) and image processing tools. The developed techniques were implemented to sample images and their visual appearances confirmed by two consultant radiologists to be clinically adequate. The techniques were then applied to 200 chest clinical images and randomized with other 100 images previously processed online. These 300 images were presented to three experienced radiologists for image quality assessment using standard quality criteria. The mean and ranges of the average scores for three radiologists were characterized for each of the developed technique and imaging system. The Mann‐Whitney U‐test was used to test the difference of details visibility between the images processed using each of the developed techniques and the corresponding images processed using default algorithms. The results show that the visibility of anatomical features improved significantly (0.005 ≤ p ≤ 0.02) with combinations of intensity values adjustment and/or spatial linear filtering techniques for images acquired using 60 ≤ kVp ≤ 70. However, there was no improvement for images acquired using 102 ≤ kVp ≤ 107 (0.127 ≤ p ≤ 0.48). In conclusion, the use of external image processing for optimization can be effective in chest CR, but should be implemented in consultations with the radiologists.PACS number: 87.59.−e, 87.59.−B, 87.59.−bd
机译:这项研究的目的是通过在胸部计算机射线照相术(CR)中应用离线后图像处理来提高解剖学细节的可见性。使用MATLAB软件版本7.0.0.19920(R14)和图像处理工具开发了四种基于空间域的外部图像处理技术。实施了开发的技术以对图像进行采样,并且由两名放射线顾问确认其视觉外观在临床上是足够的。然后将这些技术应用于200张胸部临床图像,并与之前在线处理的其他100张图像随机化。使用标准质量标准,将这300张图像呈现给三位经验丰富的放射科医生,以进行图像质量评估。针对每种已开发的技术和成像系统,对三位放射科医生的平均得分的平均值和范围进行了表征。使用Mann-Whitney U检验来测试使用每种开发的技术处理的图像与使用默认算法处理的相应图像之间的细节可见性差异。结果表明,对于使用60≤kVp≤70采集的图像,结合强度值调整和/或空间线性滤波技术,解剖特征的可见度显着提高(0.005≤p≤0.02)。但是,所采集的图像没有任何改善使用102≤kVp≤107(0.127≤p≤0.48)。总而言之,使用外部图像处理进行优化对于胸部CR可能是有效的,但应在向放射科医生咨询后实施.PACS编号:87.59.-e,87.59.-B,87.59.-bd

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