• 文献检索
  • 文档翻译
  • 深度研究
  • 学术资讯
  • Suppr Zotero 插件Zotero 插件
  • 邀请有礼
  • 套餐&价格
  • 历史记录
应用&插件
Suppr Zotero 插件Zotero 插件浏览器插件Mac 客户端Windows 客户端微信小程序
定价
高级版会员购买积分包购买API积分包
服务
文献检索文档翻译深度研究API 文档MCP 服务
关于我们
关于 Suppr公司介绍联系我们用户协议隐私条款
关注我们

Suppr 超能文献

核心技术专利:CN118964589B侵权必究
粤ICP备2023148730 号-1Suppr @ 2026

文献检索

告别复杂PubMed语法,用中文像聊天一样搜索,搜遍4000万医学文献。AI智能推荐,让科研检索更轻松。

立即免费搜索

文件翻译

保留排版,准确专业,支持PDF/Word/PPT等文件格式,支持 12+语言互译。

免费翻译文档

深度研究

AI帮你快速写综述,25分钟生成高质量综述,智能提取关键信息,辅助科研写作。

立即免费体验

图像压缩对远程病理学的影响。一项随机临床试验。

Effect of image compression on telepathology. A randomized clinical trial.

作者信息

Marcelo A, Fontelo P, Farolan M, Cualing H

机构信息

High Performance Computing and Communications, National Library of Medicine, Bethesda, MD 20894, USA.

出版信息

Arch Pathol Lab Med. 2000 Nov;124(11):1653-6. doi: 10.5858/2000-124-1653-EOICOT.

DOI:10.5858/2000-124-1653-EOICOT
PMID:11079019
Abstract

CONTEXT

For practitioners deploying store-and-forward telepathology systems, optimization methods such as image compression need to be studied.

OBJECTIVE

To determine if Joint Photographic Expert Group (JPG or JPEG) compression, a glossy image compression algorithm, negatively affects the accuracy of diagnosis in telepathology.

DESIGN

Double-blind, randomized, controlled trial.

SETTING

University-based pathology departments.

PARTICIPANTS

Resident and staff pathologists at the University of Illinois, Chicago, and University of Cincinnati, Cincinnati, Ohio.

INTERVENTION

Compression of raw images using the JPEG algorithm.

MAIN OUTCOME MEASURES

Image acceptability, accuracy of diagnosis, confidence level of pathologist, image quality.

RESULTS

There was no statistically significant difference in the diagnostic accuracy between noncompressed (bit map) and compressed (JPG) images. There were also no differences in the acceptability, confidence level, and perception of image quality. Additionally, rater experience did not significantly correlate with degree of accuracy.

CONCLUSIONS

For providers practicing telepathology, JPG image compression does not negatively affect the accuracy and confidence level of diagnosis. The acceptability and quality of images were also not affected.

摘要

背景

对于部署存储转发式远程病理学系统的从业者而言,需要研究诸如图像压缩等优化方法。

目的

确定联合图像专家组(JPG或JPEG)压缩这种有损图像压缩算法是否会对远程病理学诊断的准确性产生负面影响。

设计

双盲、随机、对照试验。

地点

大学病理科。

参与者

伊利诺伊大学芝加哥分校以及俄亥俄州辛辛那提市辛辛那提大学的住院医师和病理科工作人员。

干预措施

使用JPEG算法对原始图像进行压缩。

主要观察指标

图像可接受性、诊断准确性、病理学家的置信水平、图像质量。

结果

未压缩(位图)图像和压缩(JPG)图像之间的诊断准确性无统计学显著差异。在可接受性、置信水平以及图像质量感知方面也没有差异。此外,评分者的经验与准确性程度无显著相关性。

结论

对于从事远程病理学的人员来说,JPG图像压缩不会对诊断的准确性和置信水平产生负面影响。图像的可接受性和质量也未受影响。

相似文献

1
Effect of image compression on telepathology. A randomized clinical trial.图像压缩对远程病理学的影响。一项随机临床试验。
Arch Pathol Lab Med. 2000 Nov;124(11):1653-6. doi: 10.5858/2000-124-1653-EOICOT.
2
Quantitative Assessment of the Effects of Compression on Deep Learning in Digital Pathology Image Analysis.数字病理学图像分析中压缩对深度学习影响的定量评估
JCO Clin Cancer Inform. 2020 Mar;4:221-233. doi: 10.1200/CCI.19.00068.
3
Is JPEG compression of videomicroscopic images compatible with telediagnosis? Comparison between diagnostic performance and pattern recognition on uncompressed TIFF images and JPEG compressed ones.视频显微镜图像的JPEG压缩是否适用于远程诊断?未压缩的TIFF图像与JPEG压缩图像的诊断性能和模式识别比较。
Telemed J E Health. 2004 Fall;10(3):294-303. doi: 10.1089/tmj.2004.10.294.
4
Virtual slide telepathology for an academic teaching hospital surgical pathology quality assurance program.用于学术教学医院外科病理学质量保证计划的虚拟玻片远程病理学
Hum Pathol. 2009 Aug;40(8):1129-36. doi: 10.1016/j.humpath.2009.04.008. Epub 2009 Jun 21.
5
Telepathology diagnosis by means of digital still images: an international validation study.通过数字静态图像进行远程病理学诊断:一项国际验证研究。
Hum Pathol. 1996 Feb;27(2):111-8. doi: 10.1016/s0046-8177(96)90363-9.
6
Web-based grading of compressed stereoscopic digital photography versus standard slide film photography for the diagnosis of diabetic retinopathy.基于网络的压缩立体数码摄影与标准幻灯片胶片摄影在糖尿病视网膜病变诊断中的分级比较
Ophthalmology. 2007 Sep;114(9):1748-54. doi: 10.1016/j.ophtha.2006.12.010. Epub 2007 Mar 21.
7
"Virtual microscopy" and the internet as telepathology consultation tools: diagnostic accuracy in evaluating melanocytic skin lesions.“虚拟显微镜”及互联网作为远程病理学会诊工具:评估黑素细胞性皮肤病变的诊断准确性
Am J Dermatopathol. 1999 Dec;21(6):525-31. doi: 10.1097/00000372-199912000-00004.
8
Using a visual discrimination model for the detection of compression artifacts in virtual pathology images.使用视觉判别模型检测虚拟病理图像中的压缩伪影。
IEEE Trans Med Imaging. 2011 Feb;30(2):306-14. doi: 10.1109/TMI.2010.2077308. Epub 2010 Sep 23.
9
Methods and limits of digital image compression of retinal images for telemedicine.用于远程医疗的视网膜图像数字图像压缩方法及局限性
Invest Ophthalmol Vis Sci. 2000 Jun;41(7):1916-24.
10
Telecommunication--a new tool for quality assurance and control in diagnostic pathology.电信——诊断病理学中质量保证与控制的一种新工具。
Folia Neuropathol. 2000;38(2):79-83.

引用本文的文献

1
Improved 3D U-Net robustness against JPEG 2000 compression for male pelvic organ segmentation in radiotherapy.改进的3D U-Net在放疗中男性盆腔器官分割方面对JPEG 2000压缩的鲁棒性。
J Med Imaging (Bellingham). 2021 Jul;8(4):041207. doi: 10.1117/1.JMI.8.4.041207. Epub 2021 Apr 5.
2
Impact of JPEG 2000 compression on deep convolutional neural networks for metastatic cancer detection in histopathological images.JPEG 2000压缩对用于组织病理学图像中转移性癌症检测的深度卷积神经网络的影响。
J Med Imaging (Bellingham). 2019 Apr;6(2):027501. doi: 10.1117/1.JMI.6.2.027501. Epub 2019 Apr 24.
3
Influence of study design on digital pathology image quality evaluation: the need to define a clinical task.
研究设计对数字病理图像质量评估的影响:定义临床任务的必要性。
J Med Imaging (Bellingham). 2017 Apr;4(2):021108. doi: 10.1117/1.JMI.4.2.021108. Epub 2017 Jun 21.
4
Evaluation of a smartphone for telepathology: Lessons learned.用于远程病理学的智能手机评估:经验教训。
J Pathol Inform. 2015 Jun 23;6:35. doi: 10.4103/2153-3539.158912. eCollection 2015.
5
Supremacy of modern morphometry in typing renal oncocytoma and malignant look-alikes.现代形态测量学在肾嗜酸细胞瘤及恶性相似肿瘤分型中的优势
Histochem Cell Biol. 2015 Aug;144(2):147-56. doi: 10.1007/s00418-015-1324-4. Epub 2015 May 1.
6
Imaging file management to support international telepathology.支持国际远程病理学的影像文件管理。
J Pathol Inform. 2015 Mar 24;6:17. doi: 10.4103/2153-3539.153917. eCollection 2015.
7
American Telemedicine Association clinical guidelines for telepathology.美国远程医疗协会远程病理学临床指南。
J Pathol Inform. 2014 Oct 21;5(1):39. doi: 10.4103/2153-3539.143329. eCollection 2014.
8
Comment on "Quality evaluation of microscopy and scanned histological images for diagnostic purposes": Are scanners better than microscopes?关于《用于诊断目的的显微镜检查和扫描组织学图像的质量评估》的评论:扫描仪比显微镜更好吗?
J Pathol Inform. 2012;3:14. Epub 2012 Apr 18.
9
Asynchronous telehealth: a scoping review of analytic studies.异步远程医疗:分析性研究的范围综述
Open Med. 2009 Jun 2;3(2):e69-91.
10
Virtual slide telepathology workstation of the future: lessons learned from teleradiology.未来的虚拟玻片远程病理学工作站:从远程放射学中汲取的经验教训。
Hum Pathol. 2009 Aug;40(8):1100-11. doi: 10.1016/j.humpath.2009.04.011. Epub 2009 Jun 24.