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用于验证和使用DiameterJ(一种开源纳米纤维直径测量工具)的数据集。

Dataset for the validation and use of DiameterJ an open source nanofiber diameter measurement tool.

作者信息

Hotaling Nathan A, Bharti Kapil, Kriel Haydn, Simon Carl G

机构信息

Biosystems & Biomaterials Division, National Institute of Standards & Technology, Gaithersburg, MD, 20899.

Unit on Ocular and Stem Cell Translational Research, National Eye Institute, National Institutes of Health, Bethesda, MD 20892.

出版信息

Data Brief. 2015 Jul 29;5:13-22. doi: 10.1016/j.dib.2015.07.012. eCollection 2015 Dec.

Abstract

DiameterJ is an open source image analysis plugin for ImageJ. DiameterJ produces ten files for every image that it analyzes. These files include the images that were analyzed, the data to create histograms of fiber radius, pore size, fiber orientation, and summary statistics, as well as images to check the output of DiameterJ. DiameterJ was validated with 130 in silico-derived, digital, synthetic images and 24 scanning electron microscope (SEM) images of steel wire samples with a known diameter distribution. Once validated, DiameterJ was used to analyze SEM images of electrospun polymeric nanofibers, including a comparison of different segmentation algorithms. In this article, all digital synthetic images, SEM images, and their segmentations are included. Additionally, DiameterJ's raw output files, and processed data is included for the reader. The data provided herein was used to generate the figures in DiameterJ: A Validated Open Source Nanofiber Diameter Measurement Tool[1], where more discussion can be found.

摘要

DiameterJ是一款用于ImageJ的开源图像分析插件。DiameterJ为其分析的每张图像生成十个文件。这些文件包括被分析的图像、用于创建纤维半径、孔径、纤维取向直方图的数据以及汇总统计数据,还有用于检查DiameterJ输出的图像。DiameterJ使用130张计算机模拟生成的数字合成图像以及24张已知直径分布的钢丝样本的扫描电子显微镜(SEM)图像进行了验证。验证完成后,DiameterJ被用于分析电纺聚合物纳米纤维的SEM图像,包括对不同分割算法的比较。本文包含所有数字合成图像、SEM图像及其分割结果。此外,还为读者提供了DiameterJ的原始输出文件和处理后的数据。本文提供的数据用于生成《DiameterJ:一款经过验证的开源纳米纤维直径测量工具》[1]中的图表,在该文中可找到更多讨论内容。

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本文引用的文献

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DiameterJ: A validated open source nanofiber diameter measurement tool.
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