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开发一种基于影像信息学的新型系统,配备智能工作流引擎(IWEIS),以支持基于影像的临床试验。

Development of a novel imaging informatics-based system with an intelligent workflow engine (IWEIS) to support imaging-based clinical trials.

作者信息

Wang Ximing, Liu Brent J, Martinez Clarisa, Zhang Xuejun, Winstein Carolee J

机构信息

Image Processing and Informatics Lab, Department of Biomedical Engineering, Viterbi School of Engineering, University of Southern California, Los Angeles, CA 90089, United States.

Image Processing and Informatics Lab, Department of Biomedical Engineering, Viterbi School of Engineering, University of Southern California, Los Angeles, CA 90089, United States.

出版信息

Comput Biol Med. 2016 Feb 1;69:261-9. doi: 10.1016/j.compbiomed.2015.03.024. Epub 2015 Mar 28.

DOI:10.1016/j.compbiomed.2015.03.024
PMID:25870169
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC4586295/
Abstract

Imaging based clinical trials can benefit from a solution to efficiently collect, analyze, and distribute multimedia data at various stages within the workflow. Currently, the data management needs of these trials are typically addressed with custom-built systems. However, software development of the custom-built systems for versatile workflows can be resource-consuming. To address these challenges, we present a system with a workflow engine for imaging based clinical trials. The system enables a project coordinator to build a data collection and management system specifically related to study protocol workflow without programming. Web Access to DICOM Objects (WADO) module with novel features is integrated to further facilitate imaging related study. The system was initially evaluated by an imaging based rehabilitation clinical trial. The evaluation shows that the cost of the development of system can be much reduced compared to the custom-built system. By providing a solution to customize a system and automate the workflow, the system will save on development time and reduce errors especially for imaging clinical trials.

摘要

基于成像的临床试验可以受益于一种能够在工作流程的各个阶段高效收集、分析和分发多媒体数据的解决方案。目前,这些试验的数据管理需求通常通过定制系统来解决。然而,为通用工作流程开发定制系统可能会消耗资源。为应对这些挑战,我们提出了一种用于基于成像的临床试验的带有工作流引擎的系统。该系统使项目协调员无需编程就能构建一个与研究方案工作流程专门相关的数据收集和管理系统。集成了具有新颖功能的网络访问DICOM对象(WADO)模块,以进一步促进与成像相关的研究。该系统最初通过一项基于成像的康复临床试验进行了评估。评估表明,与定制系统相比,该系统的开发成本可以大幅降低。通过提供一种定制系统和自动化工作流程的解决方案,该系统将节省开发时间并减少错误,特别是对于成像临床试验。

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本文引用的文献

1
Implementation of workflow engine technology to deliver basic clinical decision support functionality.实现工作流引擎技术,以提供基本的临床决策支持功能。
BMC Med Res Methodol. 2011 Apr 10;11:43. doi: 10.1186/1471-2288-11-43.
2
Imaging in clinical trials.临床试验中的影像学
Cancer Inform. 2007;4:13-8. Epub 2007 May 12.
3
Comparison of paper-based and electronic data collection process in clinical trials: costs simulation study.临床试验中纸质与电子数据收集流程的比较:成本模拟研究
在一项大型上肢康复试验队列中的中风病灶很少与常见临床前模型中的病灶相匹配。
Neurorehabil Neural Repair. 2017 Jun;31(6):509-520. doi: 10.1177/1545968316688799. Epub 2017 Jan 1.
4
A Survey of DICOM Viewer Software to Integrate Clinical Research and Medical Imaging.整合临床研究与医学影像的DICOM查看器软件调查
J Digit Imaging. 2016 Apr;29(2):206-15. doi: 10.1007/s10278-015-9833-1.
Contemp Clin Trials. 2009 Jul;30(4):300-16. doi: 10.1016/j.cct.2009.03.008. Epub 2009 Apr 2.
4
Research electronic data capture (REDCap)--a metadata-driven methodology and workflow process for providing translational research informatics support.研究电子数据采集(REDCap)——一种用于提供转化研究信息学支持的元数据驱动方法和工作流程。
J Biomed Inform. 2009 Apr;42(2):377-81. doi: 10.1016/j.jbi.2008.08.010. Epub 2008 Sep 30.
5
The Extensible Neuroimaging Archive Toolkit: an informatics platform for managing, exploring, and sharing neuroimaging data.可扩展神经影像存档工具包:一个用于管理、探索和共享神经影像数据的信息学平台。
Neuroinformatics. 2007 Spring;5(1):11-34. doi: 10.1385/ni:5:1:11.
6
Improving clinical communication: a view from psychology.改善临床沟通:心理学视角
J Am Med Inform Assoc. 2000 Sep-Oct;7(5):453-61. doi: 10.1136/jamia.2000.0070453.
7
Arterial territories of the human brain: cerebral hemispheres.人类大脑的动脉供血区域:大脑半球。
Neurology. 1998 Jun;50(6):1699-708. doi: 10.1212/wnl.50.6.1699.