Detecting and quantifying ataxia-related motor impairments in rodents using markerless motion tracking with deep neural networks

In this study, we evaluate the use of video-based markerless motion tracking based on deep neural networks for the analysis of ataxia-specific movement abnormalities in rodent models of cerebellar ataxia. Based on a small amount of manually labeled video frames, the markerless motion tracking enable...

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Publicado en:Annu Int Conf IEEE Eng Med Biol Soc
Autores principales: Lang, Jana, Haas, Eva, Hübener-Schmid, Jeannette, Anderson, Collin J., Pulst, Stefan M., Giese, Martin A., Ilg, Winfried
Formato: Artigo
Lenguaje:Inglês
Publicado: 2020
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Article
Acceso en línea:https://ncbi.nlm.nih.gov/pmc/articles/PMC8092116/
https://ncbi.nlm.nih.gov/pubmed/33018791
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1109/EMBC44109.2020.9176701
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