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Automated_Rotating_Beam_Analysis
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10.12751/g-node.eey1nz
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Automated movement analysis of mouse beam walking using neural networks

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Sebastian Kloubert dd2e6c1af8 Update 'datacite.yml' 3 years ago
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README.md

Automated_Rotating_Beam_Analysis

Automated movement analysis of mouse beam walking using neural networks

datacite.yml
Title Automated movement analysis of mouse beam walking using neural networks
Authors Kloubert,Sebastian;University Hospital Cologne
Aswendt,Markus;University Hospital Cologne;ORCID:0000-0003-1423-0934
Wieters,Frederique;University Hospital Cologne
Description This storage contains the whole data and results of the evaluation whether the software package DeepLabCut (DLC) is able to sufficiently label and thus automate the analysis of videos of mice performing the behavior test Rotating Beam. The post-processing was performed via R. The software package DeepLabCut is able to collect all important data for the automated analysis of the behavior test Rotating Beam and has sufficient accuracy to use the collected data to provide results to a scientific study. The comparison to the manual raters showed that the predictions of DeepLabCut are a good generalization not influenced by human bias. This allows to extend the usage to advanced analyses with more complex parameters.
License Attribution-NonCommercial 4.0 International (CC BY-NC 4.0) (https://creativecommons.org/licenses/by-nc/4.0/)
References
Funding
Keywords Neuroscience
DLC
Rotating Beam
Resource Type Dataset