Context-aware mouse behavior recognition using hidden markov models

Z Jiang, D Crookes, BD Green, Y Zhao… - … on Image Processing, 2018 - ieeexplore.ieee.org
Automated recognition of mouse behaviors is crucial in studying psychiatric and neurologic
diseases. To achieve this objective, it is very important to analyze the temporal dynamics of …

[HTML][HTML] A Survey on AI-Driven Mouse Behavior Analysis Applications and Solutions

C Guo, Y Chen, C Ma, S Hao, J Song - Bioengineering, 2024 - mdpi.com
The physiological similarities between mice and humans make them vital animal models in
biological and medical research. This paper explores the application of artificial intelligence …

An automated behavior analysis system for freely moving rodents using depth image

Z Wang, SA Mirbozorgi, M Ghovanloo - Medical & biological engineering & …, 2018 - Springer
A rodent behavior analysis system is presented, capable of automated tracking, pose
estimation, and recognition of nine behaviors in freely moving animals. The system tracks …

Recurrent 3D convolutional network for rodent behavior recognition

K Murari - ICASSP 2019-2019 IEEE International Conference …, 2019 - ieeexplore.ieee.org
Animal, specially rodent, studies are critical in understanding human health, disease and
treatments. Behavior is an important observed outcome in many such studies. Thus …

A deep learning-based approach for real-time rodent detection and behaviour classification

JA Cocoma-Ortega, F Patricio, ID Limon… - Multimedia Tools and …, 2022 - Springer
Animal models are helpful to evaluate the effects of some drugs in the treatment of brain
diseases, such as the case of the Open Field Maze. Usually, these tests are recorded in …

Can MiceGPT be True? A Survey on AI-empowered Mice Behavior Analysis Applications and Solutions

C Guo, Y Chen, C Ma, S Hao, J Song - 2023 - preprints.org
Mice are one of the frequently used animal models in science research whose behavioral
characteristics can provide much valuable information in biology, neuroscience, and …

Automated visual tracking and social behaviour analysis with multiple mice

Z Jiang - 2021 - figshare.le.ac.uk
Neurodegenerative diseases are characterised by motor deficiencies. For many of them,
there is no successful neuroprotective or neuroregenerative therapy clinically available. In …

Detection and Model of Thermal Traces Left after Aggressive Behavior of Laboratory Rodents

M Mazur-Milecka, J Ruminski, W Glac, N Glowacka - Applied Sciences, 2021 - mdpi.com
Automation of complex social behavior analysis of experimental animals would allow for
faster, more accurate and reliable research results in many biological, pharmacological, and …

Social behavior recognition in mouse video using agent embedding and lstm modelling

Z Zhang, Y Yang, Z Wu - … Vision: Second Chinese Conference, PRCV 2019 …, 2019 - Springer
Growing demands for automated analysis of animal behavior in areas such as
neuroscience, psychology, genetics and pharmacology have been witnessed in recent …

Deep Convolutional Neural Networks for Automated Convulsion Scoring using RGB-D Images

Z Wang, M Ghovanloo, A Ray… - 2018 IEEE Biomedical …, 2018 - ieeexplore.ieee.org
This paper presents a novel approach for mouse behavior recognition in convulsion
experiments using deep neural networks with RGB-D images provided by a Microsoft Kinect …