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Guidelines and Experience Using Imaging Biomarker Explorer (IBEX) for Radiomics

机译:使用影像生物标志物浏览器(IBEX)进行放射学检查的指南和经验

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摘要

Imaging Biomarker Explorer (IBEX) is an open-source tool for medical imaging radiomics work. The purpose of this paper is to describe how to use IBEX's graphical user interface (GUI) and to demonstrate how IBEX calculated features have been used in clinical studies. IBEX allows for the import of DICOM images with DICOM radiation therapy structure files or Pinnacle files. Once the images are imported, IBEX has tools within the Data Selection GUI to manipulate the viewing of the images, measure voxel values and distances, and create and edit contours. IBEX comes with 27 preprocessing and 132 feature choices to design feature sets. Each preprocessing and feature category has parameters that can be altered. The output from IBEX is a spreadsheet that contains: 1) each feature from the feature set calculated for each contour in a data set, 2) image information about each contour in a data set, and 3) a summary of the preprocessing and features used with their selected parameters. Features calculated from IBEX have been used in studies to test the variability of features under different imaging conditions and in survival models to improve current clinical models.
机译:Imaging Biomarker Explorer(IBEX)是用于医学成像放射学工作的开源工具。本文的目的是描述如何使用IBEX的图形用户界面(GUI),并演示如何在临床研究中使用IBEX计算的功能。 IBEX允许使用DICOM放射治疗结构文件或Pinnacle文件导入DICOM图像。导入图像后,IBEX将在数据选择GUI中提供工具来操纵图像的查看,测量体素值和距离以及创建和编辑轮廓。 IBEX带有27个预处理和132个功能选项来设计功能集。每个预处理和特征类别均具有可以更改的参数。 IBEX的输出是一个电子表格,该电子表格包含:1)针对数据集中每个轮廓计算的特征集中的每个特征; 2)有关数据集中每个轮廓的图像信息;以及3)预处理和所用特征的摘要及其所选参数。从IBEX计算得出的特征已用于研究中以测试不同成像条件下的特征变异性,并已用于生存模型中以改善当前的临床模型。

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