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Stride-level analysis of mouse open field behavior using deep-learning-based pose estimation

Gait and posture are often perturbed in many neurological, neuromuscular, and neuropsychiatric conditions. Rodents provide a tractable model for elucidating disease mechanisms and interventions. Here, we develop a neural-network-based assay that adopts the commonly used open field apparatus for mous...

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Detalles Bibliográficos
Autores principales: Sheppard, Keith, Gardin, Justin, Sabnis, Gautam S., Peer, Asaf, Darrell, Megan, Deats, Sean, Geuther, Brian, Lutz, Cathleen M., Kumar, Vivek
Formato: Online Artículo Texto
Lenguaje:English
Publicado: 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8796662/
https://www.ncbi.nlm.nih.gov/pubmed/35021077
http://dx.doi.org/10.1016/j.celrep.2021.110231