Towards Robust Automated Mouse Scratching Behavior Detection for Itch Research
Shu Yang, Anyu Pan, Hyowon Shin, Hongzhuo Chen, Zhao Zhang, Azim Shad, William Huang, Yang Liu, Wesley Liu, Helen Luo, Chentianye Xu, Jiong Chen, Min Xu, Wenqin Luo, Huasheng Yu, Li Shen
This paper develops Scratch-AID+, an automated mouse scratching detection framework, showing that fine-tuned video foundation models outperform classic models in generalizability and accuracy.
bioRxiv · Oct 13, 2026 · PreprintBioinformatics