AI-Enabled Animal Behavior Analysis with High Usability: A Case Study on Open-Field Experiments

Y Chen, T Jiao, J Song, G He, Z Jin - Applied Sciences, 2024 - mdpi.com
Featured Application In this study, we designed a highly available animal behavior analysis
platform that can help researchers significantly improve their work efficiency. In addition, the …

DeepRod: A human-in-the-loop system for automatic rodent behavior analysis

A Loy, M Garafolj, H Schauerte, H Behnke, C Charnier… - bioRxiv, 2024 - biorxiv.org
We present a human-in-the-loop system for efficient rodent behavior analysis in drug
development. Addressing the time-consuming and labor-intensive nature of manual …

Automating behavioral analysis in neuroscience: Development of an open-source python software for more consistent and reliable results

A Cerveira, BAC Ramalho, CCB de Souza… - Journal of Neuroscience …, 2023 - Elsevier
Background: The application of automated analyses in neuroscience has become a
practical approach. With automation, the algorithms and tools employed perform fast and …

HABA: A High-Speed Animal Behavior Acquisition and Analysis System

L Zhou, W Xuan, S Hao, L Meng - 2023 IEEE 13th International …, 2023 - ieeexplore.ieee.org
Dopamine (DA) is an important neurotransmitter that plays several critical roles in central
nervous system, as the initiation, speed and fluidity of voluntary movement. Motor …

Review on Social Behavior Analysis of Laboratory Animals: From Methodologies to Applications

Z Jiang, PL Chazot, R Jiang - Recent advances in AI-enabled …, 2022 - taylorfrancis.com
As the bridge between genetic and physiological aspects, animal behaviour analysis is one
of the most significant topics in biology and ecological research. However, identifying …

Data science approaches for the analysis of animal behaviours

N Kleanthous, A Hussain, A Mason… - … Conference, ICIC 2019 …, 2019 - Springer
Animals' welfare can be categorized and predicted by observing their daily routine and
behaviour and consequently, conclusions about their health status and their ecology can be …

[HTML][HTML] The quest to develop automated systems for monitoring animal behavior

JM Siegford, JP Steibel, J Han, M Benjamin… - Applied Animal …, 2023 - Elsevier
Automated behavior analysis (ABA) strategies are being researched at a rapid rate to detect
an array of behaviors across a range of species. There is growing optimism that soon …

AmadeusGPT: a natural language interface for interactive animal behavioral analysis

S Ye, J Lauer, M Zhou, A Mathis… - Advances in neural …, 2024 - proceedings.neurips.cc
The process of quantifying and analyzing animal behavior involves translating the naturally
occurring descriptive language of their actions into machine-readable code. Yet, codifying …

[HTML][HTML] Deep learning improves automated rodent behavior recognition within a specific experimental setup

EA van Dam, LPJJ Noldus, MAJ van Gerven - Journal of neuroscience …, 2020 - Elsevier
Automated observation and analysis of rodent behavior is important to facilitate research
progress in neuroscience and pharmacology. Available automated systems lack adaptivity …

Open-source software for automated rodent behavioral analysis

S Isik, G Unal - Frontiers in Neuroscience, 2023 - frontiersin.org
Rodent behavioral analysis is a major specialization in experimental psychology and
behavioral neuroscience. Rodents display a wide range of species-specific behaviors, not …