A comparison of machine learning methods for quantifying self-grooming behavior in mice

BackgroundAs machine learning technology continues to advance and the need for standardized behavioral quantification grows, commercial and open-source automated behavioral analysis tools are gaining prominence in behavioral neuroscience. We present a comparative analysis of three behavioral analysi...

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Bibliographic Details
Main Authors: Kassi Correia, Raegan Walker, Christopher Pittenger, Christopher Fields
Format: Article
Language:English
Published: Frontiers Media S.A. 2024-01-01
Series:Frontiers in Behavioral Neuroscience
Subjects:
Online Access:https://www.frontiersin.org/articles/10.3389/fnbeh.2024.1340357/full