Marín-Franch Iván, Swanson William H
University School of Optometry, Bloomington, IN, USA.
J Vis. 2013 Mar 14;13(4):10. doi: 10.1167/13.4.10.
This paper introduces the R package visualFields, a contributed, open-source software for the analysis of the visual field. The package aims to provide a framework for collaborative research, including data sharing and conventional and novel methods. Single visual field and progression analyses, such as Permutation of Pointwise Linear Regression can be performed with visualFields using simple scripts. The package can be easily customized and it allows the inclusion of custom test locations and different normative values. Here, we demonstrate how to use the visualFields package and discuss its capabilities. The analyses presented here are easy to replicate upon installation of the package, which is freely available for download from the Comprehensive R Archive Network. The relevant R code is shown and commented on. A shift from proprietary to an open-source research platform is an important step towards more direct collaborative research. The visualFields package is part of the Open Perimetry Initiative, which is expected to grow as researchers contribute new routines and datasets.
本文介绍了R包visualFields,这是一个用于视野分析的开源软件包。该软件包旨在提供一个协作研究框架,包括数据共享以及传统和新颖的方法。使用visualFields通过简单脚本即可进行单视野和进展分析,如逐点线性回归置换分析。该软件包易于定制,允许纳入自定义测试位置和不同的标准值。在此,我们演示如何使用visualFields软件包并讨论其功能。本文介绍的分析在安装该软件包后很容易复制,该软件包可从综合R存档网络免费下载。文中展示并注释了相关的R代码。从专有研究平台转向开源研究平台是朝着更直接的协作研究迈出的重要一步。visualFields软件包是开放视野计划的一部分,随着研究人员贡献新的程序和数据集,该计划有望不断发展。