A three-dimensional virtual mouse generates synthetic training data for behavioral analysis-Reference-Cited by-同舟云学术

A three-dimensional virtual mouse generates synthetic training data for behavioral analysis

Published:2021-04 Issue:4 Volume:18 Page:378-381
ISSN:1548-7091
Container-title:Nature Methods
language:en
Short-container-title:Nat Methods

Author:

Bolaños Luis A.,Xiao Dongsheng^ORCID,Ford Nancy L.,LeDue Jeff M.,Gupta Pankaj K.^ORCID,Doebeli Carlos,Hu Hao,Rhodin Helge^ORCID,Murphy Timothy H.^ORCID

Publisher

Springer Science and Business Media LLC

Subject

Cell Biology,Molecular Biology,Biochemistry,Biotechnology

Link

http://www.nature.com/articles/s41592-021-01103-9.pdf

Reference23 articles.

1. Mathis, A. et al. DeepLabCut: markerless pose estimation of user-defined body parts with deep learning. Nat. Neurosci. 21, 1281–1289 (2018).

2. Bolanos, L. et al. Synthetic animated mouse (SAM), University of British Columbia, data and 3D-models. OSF https://doi.org/10.17605/OSF.IO/H3EC5 (2021).

3. Khmelinskii, A. et al. Articulated whole-body atlases for small animal image analysis: construction and applications. Mol. Imaging Biol. 13, 898–910 (2011).

4. Klyuzhin, I. S., Stortz, G. & Sossi, V. Development of a digital unrestrained mouse phantom with non-periodic deformable motion. In Proc. 2015 IEEE Nuclear Science Symposium and Medical Imaging Conference (NSS/MIC) (IEEE, 2015); https://doi.org/10.1109/nssmic.2015.7582140

5. Li, S. et al. Deformation-aware unpaired image translation for pose estimation on laboratory animals. 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) https://doi.org/10.1109/cvpr42600.2020.01317 (IEEE, 2020).

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