MilxXplore: a web-based system to explore large imaging datasets

被引:8
作者
Bourgeat, P. [1 ]
Dore, V. [1 ]
Villemagne, V. L. [2 ]
Rowe, C. C. [2 ]
Salvado, O. [1 ]
Fripp, J. [1 ]
机构
[1] Royal Brisbane & Womens Hosp, CSIRO Preventat Hlth Natl Res Flagship ICTC, Australian E Hlth Res Ctr, Herston, Qld 4029, Australia
[2] VIC, Austin Hlth, Ctr PET, Dept Nucl Med, Heidelberg, Qld, Australia
关键词
Image processing; Reporting; PLATFORM;
D O I
10.1136/amiajnl-2012-001545
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
Objective As large-scale medical imaging studies are becoming more common, there is an increasing reliance on automated software to extract quantitative information from these images. As the size of the cohorts keeps increasing with large studies, there is a also a need for tools that allow results from automated image processing and analysis to be presented in a way that enables fast and efficient quality checking, tagging and reporting on cases in which automatic processing failed or was problematic. Materials and methods MilxXplore is an open source visualization platform, which provides an interface to navigate and explore imaging data in a web browser, giving the end user the opportunity to perform quality control and reporting in a user friendly, collaborative and efficient way. Discussion Compared to existing software solutions that often provide an overview of the results at the subject's level, MilxXplore pools the results of individual subjects and time points together, allowing easy and efficient navigation and browsing through the different acquisitions of a subject over time, and comparing the results against the rest of the population. Conclusions MilxXplore is fast, flexible and allows remote quality checks of processed imaging data, facilitating data sharing and collaboration across multiple locations, and can be easily integrated into a cloud computing pipeline. With the growing trend of open data and open science, such a tool will become increasingly important to share and publish results of imaging analysis.
引用
收藏
页码:1046 / 1052
页数:7
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