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CT 检查中辐射剂量信息的自动提取。

Automated extraction of radiation dose information for CT examinations.

机构信息

Department of Radiology, Hospital of the University of Pennsylvania, Philadelphia, Pennsylvania 19104, USA.

出版信息

J Am Coll Radiol. 2010 Nov;7(11):871-7. doi: 10.1016/j.jacr.2010.06.026.

DOI:10.1016/j.jacr.2010.06.026
PMID:21040869
Abstract

Exposure to radiation as a result of medical imaging is currently in the spotlight, receiving attention from Congress as well as the lay press. Although scanner manufacturers are moving toward including effective dose information in the Digital Imaging and Communications in Medicine headers of imaging studies, there is a vast repository of retrospective CT data at every imaging center that stores dose information in an image-based dose sheet. As such, it is difficult for imaging centers to participate in the ACR's Dose Index Registry. The authors have designed an automated extraction system to query their PACS archive and parse CT examinations to extract the dose information stored in each dose sheet. First, an open-source optical character recognition program processes each dose sheet and converts the information to American Standard Code for Information Interchange (ASCII) text. Each text file is parsed, and radiation dose information is extracted and stored in a database which can be queried using an existing pathology and radiology enterprise search tool. Using this automated extraction pipeline, it is possible to perform dose analysis on the >800,000 CT examinations in the PACS archive and generate dose reports for all of these patients. It is also possible to more effectively educate technologists, radiologists, and referring physicians about exposure to radiation from CT by generating report cards for interpreted and performed studies. The automated extraction pipeline enables compliance with the ACR's reporting guidelines and greater awareness of radiation dose to patients, thus resulting in improved patient care and management.

摘要

由于医学成像而接触到的辐射目前成为焦点,不仅受到国会的关注,也受到非专业媒体的关注。虽然扫描仪制造商正朝着在成像研究的数字成像和通信医学标头中包含有效剂量信息的方向发展,但每个成像中心都有大量的回顾性 CT 数据存储库,以基于图像的剂量表形式存储剂量信息。因此,成像中心很难参与 ACR 的剂量指数注册。作者设计了一个自动提取系统,用于查询其 PACS 档案并解析 CT 检查,以提取存储在每个剂量表中的剂量信息。首先,一个开源光学字符识别程序处理每个剂量表,并将信息转换为美国信息交换标准代码(ASCII)文本。解析每个文本文件,并提取辐射剂量信息并存储在数据库中,该数据库可以使用现有的病理学和放射学企业搜索工具进行查询。使用这种自动提取管道,可以对 PACS 档案中的超过 80 万次 CT 检查进行剂量分析,并为所有这些患者生成剂量报告。通过为解释和执行的研究生成报告卡,还可以更有效地教育技术员、放射科医生和转诊医生有关 CT 辐射暴露的知识。自动提取管道使符合 ACR 的报告指南,并提高了对患者的辐射剂量的认识,从而提高了患者的护理和管理水平。

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