A convolutional neural network to characterize mouse hindlimb foot strikes during voluntary wheel running

A convolutional neural network to characterize mouse hindlimb foot strikes during voluntary wheel running

Voluntary wheel running (VWR) is widely used to study how exercise impacts a variety of physiologies and pathologies in rodents. The primary activity readout of VWR is aggregated wheel turns over a given time interval (most often, days). Given the typical running frequency of mice (∼4 Hz) and the in...

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Bibliographic Details
Main Authors: Phillipe Huber, Brandon J. Ausk, K. Lionel Tukei, Steven D. Bain, Ted S. Gross, Sundar Srinivasan
Format: Article
Language:English
Published: Frontiers Media S.A. 2023-06-01
Series:Frontiers in Bioengineering and Biotechnology
Subjects:
exercise
ground truth
machine learning
mice
voluntary wheel running
Online Access:https://www.frontiersin.org/articles/10.3389/fbioe.2023.1206008/full

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