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Lossy three-dimensional JPEG2000 compression of abdominal CT images: assessment of the visually lossless threshold and effect of compression ratio on image quality.腹部CT图像的有损三维JPEG2000压缩:视觉无损阈值评估及压缩率对图像质量的影响
Radiology. 2007 Nov;245(2):467-74. doi: 10.1148/radiol.2452061713. Epub 2007 Sep 21.
2
Informatics in radiology: A prototype Web-based reporting system for onsite-offsite clinician communication.放射学中的信息学:一种用于现场与非现场临床医生沟通的基于网络的报告系统原型。
Radiographics. 2007 Jul-Aug;27(4):1201-11. doi: 10.1148/rg.274065124.
3
Multidetector CT: opportunities, challenges, and concerns associated with scanners with 64 or more detector rows.多层螺旋CT:与64排及以上探测器排数的扫描仪相关的机遇、挑战及问题
Radiology. 2006 Nov;241(2):334-7. doi: 10.1148/radiol.2412060169.
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Texture characterization for joint compression and classification based on human perception in the wavelet domain.
IEEE Trans Image Process. 2006 Jun;15(6):1389-96. doi: 10.1109/tip.2006.871160.
5
High-performance wavelet compression for mammography: localization response operating characteristic evaluation.用于乳腺钼靶成像的高性能小波压缩:定位响应操作特征评估。
Radiology. 2006 Jan;238(1):62-73. doi: 10.1148/radiol.2381040896.
6
Quality degradation in lossy wavelet image compression.有损小波图像压缩中的质量退化。
J Digit Imaging. 2003 Jun;16(2):210-5. doi: 10.1007/s10278-003-1652-0. Epub 2003 Oct 2.
7
Acoustic analysis of pathological voices compressed with MPEG system.用MPEG系统压缩的病理性嗓音的声学分析
J Voice. 2003 Jun;17(2):126-39. doi: 10.1016/s0892-1997(03)00007-9.
8
Wavelet compression of low-dose chest CT data: effect on lung nodule detection.低剂量胸部CT数据的小波压缩:对肺结节检测的影响
Radiology. 2003 Jul;228(1):70-5. doi: 10.1148/radiol.2281020254. Epub 2003 May 29.
9
MP3 compression of Doppler ultrasound signals.多普勒超声信号的MP3压缩
Ultrasound Med Biol. 2003 Jan;29(1):65-76. doi: 10.1016/s0301-5629(02)00696-8.
10
Computed tomography diagnosis utilizing compressed image data: an ROC analysis using acute appendicitis as a model.利用压缩图像数据的计算机断层扫描诊断:以急性阑尾炎为模型的ROC分析
J Digit Imaging. 2002 Jun;15(2):84-90. doi: 10.1007/s10278-002-0009-4. Epub 2002 Sep 26.

极端条件下的极限压缩:使用 MPEG-4 视频压缩识别 CT 图像最佳压缩的初步研究。

Extreme compression for extreme conditions: pilot study to identify optimal compression of CT images using MPEG-4 video compression.

机构信息

Walter Reed National Military Medical Center, Bethesda, MD 20889-5600, USA.

出版信息

J Digit Imaging. 2012 Dec;25(6):764-70. doi: 10.1007/s10278-012-9500-8.

DOI:10.1007/s10278-012-9500-8
PMID:22722754
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC3491159/
Abstract

This study aims to evaluate the utility of compressed computed tomography (CT) studies (to expedite transmission) using Motion Pictures Experts Group, Layer 4 (MPEG-4) movie formatting in combat hospitals when guiding major treatment regimens. This retrospective analysis was approved by Walter Reed Army Medical Center institutional review board with a waiver for the informed consent requirement. Twenty-five CT chest, abdomen, and pelvis exams were converted from Digital Imaging and Communications in Medicine to MPEG-4 movie format at various compression ratios. Three board-certified radiologists reviewed various levels of compression on emergent CT findings on 25 combat casualties and compared with the interpretation of the original series. A Universal Trauma Window was selected at -200 HU level and 1,500 HU width, then compressed at three lossy levels. Sensitivities and specificities for each reviewer were calculated along with 95 % confidence intervals using the method of general estimating equations. The compression ratios compared were 171:1, 86:1, and 41:1 with combined sensitivities of 90 % (95 % confidence interval, 79-95), 94 % (87-97), and 100 % (93-100), respectively. Combined specificities were 100 % (85-100), 100 % (85-100), and 96 % (78-99), respectively. The introduction of CT in combat hospitals with increasing detectors and image data in recent military operations has increased the need for effective teleradiology; mandating compression technology. Image compression is currently used to transmit images from combat hospital to tertiary care centers with subspecialists and our study demonstrates MPEG-4 technology as a reasonable means of achieving such compression.

摘要

本研究旨在评估在作战医院指导主要治疗方案时,使用运动图像专家组、第 4 层(MPEG-4)电影格式压缩计算机断层扫描(CT)研究(以加快传输)的效用。这项回顾性分析得到了 Walter Reed 陆军医疗中心机构审查委员会的批准,并豁免了知情同意要求。将 25 例 CT 胸部、腹部和骨盆检查从数字成像和通信医学转换为 MPEG-4 电影格式,采用不同的压缩比。三位经过董事会认证的放射科医生在 25 名作战伤员的紧急 CT 发现的各个层面上审查了不同程度的压缩,并与原始系列的解释进行了比较。选择通用创伤窗在-200 HU 水平和 1500 HU 宽度,然后在三个有损水平上压缩。使用一般估计方程的方法计算每位审查员的敏感性和特异性,以及 95%置信区间。比较的压缩比分别为 171:1、86:1 和 41:1,综合敏感性分别为 90%(95%置信区间,79-95)、94%(87-97)和 100%(93-100)。综合特异性分别为 100%(85-100)、100%(85-100)和 96%(78-99)。随着近年来军事行动中探测器和图像数据的增加,CT 在作战医院中的引入增加了有效远程放射学的需求;要求压缩技术。图像压缩目前用于将图像从作战医院传输到拥有专科医生的三级护理中心,我们的研究表明 MPEG-4 技术是实现这种压缩的合理手段。