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README.md

Detecting ataxia using an automated analysis of motor coordination and balance of mice on the balance beam

Classifier and supporting files for "Detecting ataxia using an automated analysis of motor coordination and balance of mice on the balance beam"

In order to obtain maximum classification accuracy, we recommend training a custom classifier on newly acquired videos as the experimental conditions such as light, cage dimensions, mouse color and bedding can differ across laboratories. The classifier can then be used for all newly acquired videos.

datacite.yml
Title Classifier and supporting files for the balance beam analysis
Authors Wahl,Lucas;Department of Neuroscience, Erasmus Medical Center Rotterdam, The Netherlands;ORCID:0000-0002-8078-5113
Fabian,Kaiser;Department of Neuroscience, Erasmus Medical Center Rotterdam, The Netherlands & Department of Immunology, Erasmus Medical Center Rotterdam, The Netherlands;ORCID:0000-0002-0335-2859
Bentvelzen,Mieke;Department of Neuroscience, Erasmus Medical Center Rotterdam, The Netherlands
White,Joshua J.;Department of Neuroscience, Erasmus Medical Center Rotterdam, The Netherlands;ORCID:0000-0002-6218-623X
Schonewille,Martijn;Department of Neuroscience, Erasmus Medical Center Rotterdam, The Netherlands;ORCID:0000-0002-2675-1393
Badura,Aleksandra;Department of Neuroscience, Erasmus Medical Center Rotterdam, The Netherlands;ORCID:0000-0002-0119-5108
Description Classifier and supporting files for: "Detecting ataxia using an automated analysis of motor coordination and balance of mice on the balance beam"
License Creative Commons CC0 1.0 Public Domain Dedication (https://creativecommons.org/publicdomain/zero/1.0/)
References Detecting ataxia using an automated analysis of motor coordination and balance of mice on the balance beam, Lucas Wahl, Fabian M.P. Kaiser, Mieke Bentvelzen, Joshua White, Martijn Schonewille, Aleksandra Badura [doi::tba] (IsSupplementTo)
Funding NWO,VIDI/917.18.380,2018/ZonMw - AB, Erasmus MC Fellowship and 016.Veni.192.270/NWO - J.J.W
Keywords Neuroscience
Balance beam
Motor coordination
Machine learning
Automated classification
Resource Type Dataset