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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...
Autores principales: | Sheppard, Keith, Gardin, Justin, Sabnis, Gautam S., Peer, Asaf, Darrell, Megan, Deats, Sean, Geuther, Brian, Lutz, Cathleen M., Kumar, Vivek |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
2022
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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 |
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