Liam O’Shaughnessy

DISK uses deep learning to impute missing skeleton data in animal behavior studies, improving reliability and enabling more accurate motion analysis.

The paper decomposes predictive information in social dynamics using mutual prediction analysis in zebrafish dominance contests, revealing disruptions in autism-linked mutants.

This study analyzes zebrafish fighting behavior using 3D tracking and computer vision to identify hierarchical dominance through posture and movement patterns.