REVIEW | doi:10.20944/preprints202307.0271.v1
Subject: Medicine And Pharmacology, Neuroscience And Neurology Keywords: Mice Behavior Analysis; Mice Model; AI; Computer Vision
Online: 5 July 2023 (07:19:18 CEST)
Mice are one of the frequently used animal models in science research whose behavioral characteristics can provide much valuable information in biology, neuroscience, and pharmacology. Nowadays, artificial intelligence is widely used in mice behavior analysis. Integrated AI systems such as ChatGPT and VisualGPT are already available, and we discuss the feasibility of MiceGPT to help researchers identify and classify mouse behavior more easily. We review the applications of mice behavior analysis, analyze the tasks of deep learning on these applications based on an AI pyramid, and finally summarize the AI approaches to solve these tasks. Based on these summaries, we propose three MiceGPT architectures to demonstrate the theoretical feasibility of MiceGPT.