High‐throughput markerless pose estimation and home‐cage activity analysis of tree shrew using deep learning

High‐throughput markerless pose estimation and home‐cage activity analysis of tree shrew using deep learning

Abstract Background Quantifying the rich home‐cage activities of tree shrews provides a reliable basis for understanding their daily routines and building disease models. However, due to the lack of effective behavioral methods, most efforts on tree shrew behavior are limited to simple measures, res...

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Bibliographic Details
Main Authors: Yangzhen Wang, Feng Su, Rixu Cong, Mengna Liu, Kaichen Shan, Xiaying Li, Desheng Zhu, Yusheng Wei, Jiejie Dai, Chen Zhang, Yonglu Tian
Format: Article
Language:English
Published: Wiley 2025-05-01
Series:Animal Models and Experimental Medicine
Subjects:
deep learning
food grasping
home‐cage activity
pose estimation
tree shrew
Online Access:https://doi.org/10.1002/ame2.12530
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https://doi.org/10.1002/ame2.12530

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