Automated classification of self-grooming in mice using open-source software

[Display omitted] •Automated self-grooming classification with open-source software.•Automated classification with annotation precision comparable to human experts.•High throughput of quantitative grooming measurements.•How-to instruction of the complete operation pipeline. Manual analysis of behavi...

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Veröffentlicht in:	Journal of neuroscience methods 2017-09, Vol.289, p.48-56
Hauptverfasser:	van den Boom, Bastijn J.G., Pavlidi, Pavlina, Wolf, Casper J.H., Mooij, Adriana H., Willuhn, Ingo
Format:	Artikel
Sprache:	eng
Schlagworte:	Animals Automated video analysis Automation, Laboratory - methods Elevated plus maze Exploratory Behavior Female Grooming Inter-rater variability JAABA classifier Machine learning Male Mice Motor Activity Mouse behavior Nerve Tissue Proteins - deficiency Nerve Tissue Proteins - genetics Observer Variation Open field Open-source software Orexins - genetics Orexins - metabolism Pattern Recognition, Automated - methods Reproducibility of Results SAPAP3 knockout mice Self-grooming Software Video Recording - methods
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