Deep Learning-based Animal Behavior Analysis: Insights from Mouse Chronic Pain Models

arXiv:2508.05138 · cs.CV · Submitted 2025-08-07 · Read on arXiv

cs.CV

Submitted: 2025-08-07

Updated: 2025-08-07

Journal ref: Journal of Information Science and Engineering, Vol. 42, No. 3, pp. 519-539 (2026)

DOI: 10.6688/JISE.202605_42(3).0001

License: http://arxiv.org/licenses/nonexclusive-distrib/1.0/

Terminology

Action Space — 18× in this paper · explained in 1 episode
Accuracy — 17× in this paper · explained in 1 episode
Transformer — 9× in this paper · explained in 2 episodes
Universal Action Space — 6× in this paper
Institute of Information Science — 3× in this paper
Analyzer — 2× in this paper · explained in 1 episode
Benchmark — 2× in this paper · explained in 2 episodes
Consistency — 2× in this paper · explained in 3 episodes
Feature Selection — 2× in this paper · explained in 4 episodes
Generalization — 2× in this paper · explained in 13 episodes
Quadratic Weighted Kappa — 2× in this paper
Video Swin Transformer — 2× in this paper
Adam — 1× in this paper · explained in 2 episodes
Adaptation — 1× in this paper · explained in 1 episode
Attention Mechanism — 1× in this paper · explained in 2 episodes
F1 Score — 1× in this paper · explained in 3 episodes
Feature Extraction — 1× in this paper · explained in 2 episodes
Mouse Action Recognition System — 1× in this paper
Temporal consistency — 1× in this paper · explained in 2 episodes
Transfer Learning — 1× in this paper · explained in 10 episodes

Sources

Macro F1 and Macro F1

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