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图像压缩与胸部X光片解读:未压缩胸部X光片与采用10:1 JPEG压缩存储的胸部X光片之间的图像感知比较。

Image compression and chest radiograph interpretation: image perception comparison between uncompressed chest radiographs and chest radiographs stored using 10:1 JPEG compression.

作者信息

Beall D P, Shelton P D, Kinsey T V, Horton M C, Fortman B J, Achenbach S, Smirnoff V, Courneya D L, Carpenter B, Gironda J T

机构信息

Department of Radiology, Sheppard Air Force Base, 82nd Medical Group, Witchita Falls, TX 73611-5300, USA.

出版信息

J Digit Imaging. 2000 May;13(2 Suppl 1):33-8. doi: 10.1007/BF03167620.

DOI:10.1007/BF03167620
PMID:10847358
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC3453278/
Abstract

We have assessed the effect of 10:1 lossy (JPEG) compression on six board-certified radiologists' ability to detect three commonly seen abnormalities on chest radiographs. The study radiographs included 150 chest radiographs with one of four diagnoses: normal (n = 101), pulmonary nodule (n = 19), interstitial lung disease (n = 19), and pneumothorax (n = 11). Before compression, these images were printed on laser film and interpreted in a blinded fashion by six radiologists. Following an 8-week interval, the images were reinterpreted on an image display workstation after undergoing 10:1 lossy compression. The results for the compressed images were compared with those of the uncompressed images using receiver operating characteristic (ROC) analyses. For five of six readers, the diagnostic accuracy was higher for the uncompressed images than for the compressed images, but the difference was not significant (P > .1111). Combined readings for the uncompressed images were also more accurate when compared with the compressed images, but this difference was also not significant (P = .1430). The sensitivity, specificity, and accuracy values were 81.5%, 89.2%, and 86.7% for the compressed images, respectively, as compared with 78.9%, 94.5%, and 89.3% for the uncompressed images. There was no correlation between the readers' accuracy and their experience with soft-copy interpretation; the extent of radiographic interpretation experience had no correlation with overall interpretation accuracy. In conclusion, five of six radiologists had a higher diagnostic accuracy when interpreting uncompressed chest radiographs versus the same images modified by 10:1 lossy compression, but this difference was not statistically significant.

摘要

我们评估了10:1有损(JPEG)压缩对六位获得委员会认证的放射科医生在胸部X光片上检测三种常见异常能力的影响。研究用的X光片包括150张胸部X光片,有以下四种诊断结果之一:正常(n = 101)、肺结节(n = 19)、间质性肺疾病(n = 19)和气胸(n = 11)。在压缩之前,这些图像打印在激光胶片上,并由六位放射科医生以盲法进行解读。间隔8周后,这些图像在经过10:1有损压缩后,在图像显示工作站上重新进行解读。使用接收者操作特征(ROC)分析将压缩图像的结果与未压缩图像的结果进行比较。对于六位读者中的五位,未压缩图像的诊断准确性高于压缩图像,但差异不显著(P > .1111)。与压缩图像相比,未压缩图像的综合读数也更准确,但这种差异也不显著(P = .1430)。压缩图像的敏感性、特异性和准确性值分别为81.5%、89.2%和86.7%,而未压缩图像的相应值分别为78.9%、94.5%和89.3%。读者的准确性与他们的软拷贝解读经验之间没有相关性;X光片解读经验的程度与整体解读准确性没有相关性。总之,六位放射科医生中有五位在解读未压缩的胸部X光片时比解读经过10:1有损压缩的相同图像具有更高的诊断准确性,但这种差异在统计学上并不显著。

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