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Machine learning-based clustering and classification of mouse behaviors via respiratory patterns
Breathing is dynamically modulated by metabolic needs as well as by emotional states. Even though rodents are invaluable models for investigating the neural control of respiration, current literature lacks systematic characterization of breathing dynamics across a broad spectrum of rodent behaviors....
Autores principales: | Janke, Emma, Zhang, Marina, Ryu, Sang Eun, Bhattarai, Janardhan P., Schreck, Mary R., Moberly, Andrew H., Luo, Wenqin, Ding, Long, Wesson, Daniel W., Ma, Minghong |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Elsevier
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9720017/ https://www.ncbi.nlm.nih.gov/pubmed/36479148 http://dx.doi.org/10.1016/j.isci.2022.105625 |
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