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医学影像软件进化及其对医学影像社区的影响的案例研究

David Viar-Hernández¹, Borja Rodriguez-Vila¹, Mario Gil-Correa¹

¹Medical Image Analysis and Biometry Laboratory, Universidad Rey Juan Carlos, Tulipán s/n, 28933, Madrid, Spain.

|March 4, 2024

概括

这项研究通过分析引用数量和源代码更改来研究开源医疗成像软件的演变,如3D Slicer,FreeSurfer,FSL和SPM. 调查结果显示,这些工具越来越受欢迎和复杂,受益于社区协作.

科学领域:

医疗成像医学成像
计算生物学计算生物学
软件工程软件工程软件工程

背景情况:

开源软件在推动医学图像分析方面发挥着至关重要的作用.
了解这些工具的演变是理解它们对研究的影响的关键.

研究的目的:

分析流行开源医学成像软件的演变.
评估这些软件平台对科学界的影响.
识别软件开发和社区参与的趋势.

主要方法:

引用分析用于量化随时间推移软件的影响.
源代码分析,包括代码行,大小和编程语言的演变.
对四个领先的平台进行比较研究:3D Slicer,FreeSurfer,FSL和SPM.

主要成果:

科学出版物引用这些软件工具的数量显著增加,这表明其越来越受欢迎.
源代码现代化和优化的证据,部分是由用户社区的贡献驱动的.
在软件开发中使用高级编程语言和元语言的趋势.

结论:

开源的医疗成像软件展示了明显的进化模式和重大社区影响.
社区合作是开发和优化这些工具的重要因素.
建议使用多种指标进行进一步的研究,以加深对软件进化的理解.

关键词:

医学成像计算计算医学成像计算开源软件是开源的软件.软件的演变软件的演变

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