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Article

Deep learning-based activity recognition and fine motor identification using 2D skeletons of cynomolgus monkeys.

Zoological research - 18 Sept 2023

Li Chuxi, Xiao Zifan, Li Yerong, Chen Zhinan, Ji Xun, Liu Yiqun, Feng Shufei, Zhang Zhen, Zhang Kaiming, Feng Jianfeng, Robbins Trevor W, Xiong Shisheng, Chen Yongchang, Xiao Xiao

Abstract excerpt

Video-based action recognition is becoming a vital tool in clinical research and neuroscientific study for disorder detection and prediction. However, action recognition currently used in non-human primate (NHP) research relies heavily on intense manual labor and lacks standardized assessment. In this work, we established two standard benchmark datasets of NHPs in the laboratory: MonkeyinLab (MiL), which includes...

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Identifiers

PMID: 37721106
DOI: 10.24272/j.issn.2095-8137.2022.449
PMCID: PMC10559098

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PubMed metadata and Literature Corpus relationships. Corpus snapshot updated 7 Sept 2026. Manifest publication-graph-cohort-2026-09-08.1.

Source receipt: pubmed, retrieved 7 Sept 2026.

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