ESTraS, an easy and simple tracking system for assessing rodent behavior.

IF 4.6 2区 心理学 Q1 PSYCHOLOGY, EXPERIMENTAL
A Morcuende, T Femenía, J Manzanares, A Gasparyan
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引用次数: 0

Abstract

Animal behavior analysis software has become an essential tool in the life sciences. However, the currently available tools have some significant shortcomings that limit their use by individuals without programming skills, access to higher informatics resources, or the capability to invest large sums of money. We have developed and validated an easy-to-use and straightforward tracking system named ESTraS to address this issue. This freeware software allows researchers to track and analyze rodent behaviors, offering additional options such as trajectory and angle analysis. Through ESTraS, researchers can utilize unsupervised clustering techniques, such as k-means or hierarchical clustering, to further explore the obtained results. This clustering enables the classification of results based on observed similarities among subjects. The data of this manuscript shows that ESTraS can prove to be extremely valuable, not only by providing essential behavioral analysis tools but also by offering specific data analysis options with just one click.

ESTraS,一个简单易行的跟踪系统,用于评估啮齿动物的行为。
动物行为分析软件已经成为生命科学中必不可少的工具。然而,目前可用的工具有一些明显的缺点,限制了没有编程技能、无法获得高级信息学资源或没有能力投入大量资金的个人使用它们。为了解决这个问题,我们已经开发并验证了一个名为ESTraS的易于使用和直接的跟踪系统。这个免费软件允许研究人员跟踪和分析啮齿动物的行为,提供额外的选项,如轨迹和角度分析。通过ESTraS,研究人员可以利用无监督聚类技术,如k-means或分层聚类,进一步探索得到的结果。这种聚类可以根据观察到的主题之间的相似性对结果进行分类。这份手稿的数据表明,ESTraS可以被证明是非常有价值的,它不仅提供了必要的行为分析工具,而且还提供了特定的数据分析选项,只需点击一下。
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来源期刊
CiteScore
10.30
自引率
9.30%
发文量
266
期刊介绍: Behavior Research Methods publishes articles concerned with the methods, techniques, and instrumentation of research in experimental psychology. The journal focuses particularly on the use of computer technology in psychological research. An annual special issue is devoted to this field.
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