Scratch-AID: A Deep-learning Based System for Automatic Detection of Mouse Scratching Behavior with High Accuracy
Huasheng Yu, Jingwei Xiong, Adam Yongxin Ye, Suna Li Cranfill, Tariq Cannonier, Mayank Gautam, Marina Yue Zhang, Rayan Bilal, Jong-Eun Park, Yuji Xue, Vidhur Polam, Zora Vujovic, Daniel Dai, William Ong, Jasper Ip, , Wenqin Luo
Scratch-AID automatically detects and quantifies mouse scratching behavior with high accuracy, outperforming manual methods in various itch models and drug screening applications.
eLife · Dec 8, 2022Peer-reviewedNeuroscience