ESTraS

ESTraS tracks and analyzes rodent behaviors through trajectory, angle, and clustering analysis for behavioral classification in life sciences research.

Key Features:

• Trajectory Analysis: Analyzes movement paths of rodents during behavioral experiments.
• Angle Analysis: Quantifies angular measurements of rodent movement and orientation.
• Unsupervised Clustering: Applies k-means or hierarchical clustering to classify results based on observed similarities among subjects.

Scientific Applications:

• Rodent Behavioral Phenotyping: Tracks and analyzes rodent behaviors for essential behavioral analysis in life sciences research.
• Behavioral Classification: Classifies subjects into groups based on behavioral similarities using clustering techniques.

Methodology:

The software employs unsupervised clustering techniques including k-means and hierarchical clustering for classification of behavioral results.