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用于临床超声实践的不可逆JPEG压缩评估。

Evaluation of irreversible JPEG compression for a clinical ultrasound practice.

作者信息

Persons Kenneth R, Hangiandreou Nicholas J, Charboneau Nicholas T, Charboneau J, James E, Douglas Bruce R, Salmon Ann P, Knudsen John M, Erickson Bradley J

机构信息

Departments of Information Services and Diagnostic Radiology, Mayo Clinic and Foundation, Rochester, MN 55905, USA.

出版信息

J Digit Imaging. 2002 Mar;15(1):15-21. doi: 10.1007/s10278-002-0003-x. Epub 2002 Apr 30.

Abstract

A prior ultrasound study indicated that images with low to moderate levels of JPEG and wavelet compression were acceptable for diagnostic purposes. The purpose of this study is to validate this prior finding using the Joint Photographic Experts Group (JPEG) baseline compression algorithm, at a compression ratio of approximately 10:1, on a sufficiently large number of grayscale and color ultrasound images to attain a statistically significant result. The practical goal of this study is to determine if it is feasible for radiologists to use irreversibly compressed images as an integral part of the day to day ultrasound practice (ie, perform primary diagnosis with, and store irreversibly compressed images in the ultrasound PACS archive). In this study, 5 Radiologists were asked to review 300 grayscale and color static ultrasound images selected from 4 major anatomic groups. Each image was compressed and decompressed using the JPEG baseline compression algorithm at a fixed quality factor resulting in an average compression ratio of approximately 9:1. The images were presented in pairs (original and compressed) in a blinded fashion on a PACS workstation in the ultrasound reading areas, and radiologists were asked to pick which image they preferred in terms of diagnostic utility and their degree of certainty (on a scale from 1 to 4). Of the 1499 total readings, 50.17% (95% confidence intervals at 47.6%, and 52.7%) indicated a preference for the original image in the pair, and 49.83% (95% confidence intervals at 47.3%, and 52.0%) indicated a preference for the compressed image. These findings led the authors to conclude that static color and gray-scale ultrasound images compressed with JPEG at approximately 9:1 are statistically indistinguishable from the originals for primary diagnostic purposes. Based on the authors laboratory experience with compression and the results of this and other prior studies, JPEG compression is now being applied to all ultrasound images in the authors' radiology practice before reading. No image quality-related issues have been encountered after 12 months of operation (approximately 48000 examinations).

摘要

先前的一项超声研究表明,具有低至中等水平JPEG和小波压缩的图像对于诊断目的是可接受的。本研究的目的是使用联合图像专家组(JPEG)基线压缩算法,以大约10:1的压缩比,在足够数量的灰度和彩色超声图像上验证这一先前发现,以获得具有统计学意义的结果。本研究的实际目标是确定放射科医生将不可逆压缩图像用作日常超声检查实践的一个组成部分(即,使用不可逆压缩图像进行初步诊断,并将其存储在超声PACS存档中)是否可行。在本研究中,5名放射科医生被要求审查从4个主要解剖学组中选出的300幅灰度和彩色静态超声图像。使用JPEG基线压缩算法以固定质量因子对每幅图像进行压缩和解压缩,平均压缩比约为9:1。图像以成对(原始图像和压缩图像)的形式在超声阅读区的PACS工作站上以盲法呈现,要求放射科医生根据诊断效用和确定程度(从1到4评分)选择他们更喜欢的图像。在总共1499次阅读中,50.17%(95%置信区间为47.%;和52.7%)表示更喜欢成对中的原始图像,49.83%(95%置信区间为47.3%和52.0%)表示更喜欢压缩图像。这些发现使作者得出结论,以大约9:1的比例用JPEG压缩的静态彩色和灰度超声图像在初步诊断目的上与原始图像在统计学上没有区别。基于作者在压缩方面的实验室经验以及本研究和其他先前研究的结果,JPEG压缩现在在作者的放射科实践中应用于所有超声图像的阅读前处理。在运行12个月(约48000次检查)后,未遇到与图像质量相关的问题。

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