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Open-source tools for behavioral video analysis: Setup, methods, and best practices
Recently developed methods for video analysis, especially models for pose estimation and
behavior classification, are transforming behavioral quantification to be more precise …
behavior classification, are transforming behavioral quantification to be more precise …
Simple Behavioral Analysis (SimBA) as a platform for explainable machine learning in behavioral neuroscience
The study of complex behaviors is often challenging when using manual annotation due to
the absence of quantifiable behavioral definitions and the subjective nature of behavioral …
the absence of quantifiable behavioral definitions and the subjective nature of behavioral …
The utility of animal models to inform the next generation of human space exploration
Animals have played a vital role in every stage of space exploration, from early sub-orbital
flights to contemporary missions. New physiological and psychological challenges arise with …
flights to contemporary missions. New physiological and psychological challenges arise with …
RECORD, a high-throughput, customizable system that unveils behavioral strategies leveraged by rodents during foraging-like decision-making
RJ Ibáñez Alcalá, DW Beck, AA Salcido… - Communications …, 2024 - nature.com
Translational studies benefit from experimental designs where laboratory organisms use
human-relevant behaviors. One such behavior is decision-making, however studying …
human-relevant behaviors. One such behavior is decision-making, however studying …
[PDF][PDF] DeepOF: a Python package for supervised and unsupervised pattern recognition in mice motion tracking data
Summary DeepOF (Deep Open Field) is a Python package that provides a suite of tools for
analyzing behavior in freely-moving rodents. Specifically, it focuses on postprocessing time …
analyzing behavior in freely-moving rodents. Specifically, it focuses on postprocessing time …
vmTracking enables highly accurate multi-animal pose tracking in crowded environments
H Azechi, S Takahashi - PLoS biology, 2025 - journals.plos.org
In multi-animal tracking, addressing occlusion and crowding is crucial for accurate
behavioral analysis. However, in situations where occlusion and crowding generate …
behavioral analysis. However, in situations where occlusion and crowding generate …
Temporal action localisation in video data containing rabbit behavioural patterns
S Ilin, J Borodacheva, I Shamsiev, I Bondar… - Scientific Reports, 2025 - nature.com
In this paper we present the results of a research on artificial intelligence based approaches
to temporal action localisation in video recordings of rabbit behavioural patterns. When …
to temporal action localisation in video recordings of rabbit behavioural patterns. When …
Computer vision for primate behavior analysis in the wild
R Vogg, T Lüddecke, J Henrich, S Dey… - ar** 3D close interactions of free-moving animals
The study of social behaviors in animals is essential for understanding their survival and
reproductive strategies. However, accurately tracking and analyzing the social interactions …
reproductive strategies. However, accurately tracking and analyzing the social interactions …
Pre-Hospital Stroke Care beyond the MSU
Purpose of review Mobile stroke units (MSU) have established a new, evidence-based
treatment in prehospital stroke care, endorsed by current international guidelines and can …
treatment in prehospital stroke care, endorsed by current international guidelines and can …