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基于DICOM二次采集、结构化报告和IHE工作流程配置文件的CAD-PACS集成工具包。

CAD-PACS integration tool kit based on DICOM secondary capture, structured report and IHE workflow profiles.

作者信息

Zhou Zheng, Liu Brent J, Le Anh H

机构信息

Image Processing & Informatics (IPI) Laboratory, Radiology Department, University of Southern California, Marina del Rey, CA 90292, USA.

出版信息

Comput Med Imaging Graph. 2007 Jun-Jul;31(4-5):346-52. doi: 10.1016/j.compmedimag.2007.02.015. Epub 2007 Mar 26.

Abstract

Computer aided diagnosis/detection (CAD) goes beyond subjective visual assessment of clinical images providing quantitative computer analysis of the image content, and can greatly improve clinical diagnostic outcome. Many CAD applications, including commercial and research CAD, have been developed with no ability to integrate the CAD results with a clinical picture archiving and communication system (PACS). This has hindered the extensive use of CAD for maximum benefit within a clinical environment. In this paper, we present a CAD-PACS integration toolkit that integrates CAD results with a clinical PACS. The toolkit is a software package with two versions: DICOM (digital imaging and communications in medicine)-SC (secondary capture) and DICOM-IHE (Integrating the Healthcare Enterprise). The former uses the DICOM secondary capture object model to convert the screen shot of the CAD results to a DICOM image file for PACS workstations to display, while the latter converts the CAD results to a DICOM structured report (SR) based on IHE Workflow Profiles. The DICOM-SC method is simple and easy to be implemented without ability for further data mining of CAD results, while the DICOM-IHE can be used for data mining of CAD results in the future but more complicated to implement than the DICOM-SC method.

摘要

计算机辅助诊断/检测(CAD)超越了对临床图像的主观视觉评估,能够对图像内容进行定量计算机分析,并且可以极大地改善临床诊断结果。许多CAD应用程序,包括商业和研究型CAD,在开发时都无法将CAD结果与临床图像存档与通信系统(PACS)集成。这阻碍了CAD在临床环境中为实现最大效益而得到广泛应用。在本文中,我们展示了一种将CAD结果与临床PACS集成的CAD-PACS集成工具包。该工具包是一个具有两个版本的软件包:DICOM(医学数字成像和通信)-SC(二次捕获)和DICOM-IHE(整合医疗企业)。前者使用DICOM二次捕获对象模型将CAD结果的屏幕截图转换为DICOM图像文件,以供PACS工作站显示,而后者则根据IHE工作流程配置文件将CAD结果转换为DICOM结构化报告(SR)。DICOM-SC方法简单且易于实现,但无法对CAD结果进行进一步的数据挖掘,而DICOM-IHE虽然未来可用于CAD结果的数据挖掘,但比DICOM-SC方法实现起来更复杂。

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