João C. Marques

The paper develops a method to analyze behavioral variability in larval zebrafish by identifying motor strategies and their transitions across different environmental cues.

Megabouts is a software package for zebrafish locomotion analysis that uses a Transformer neural network to classify behaviors flexibly across tracking methods and frame rates.

This study shows the AP2 complex regulates habituation and behavioral selection in zebrafish, with ap2s1 playing a key role in modulating escape behavior across different sensory contexts and time windows.

This study shows that early-life social isolation in larval zebrafish increases social avoidance behaviors, mediated by the lateral line sensory system.

Clusterdv is a density-based clustering method that automatically determines cluster number and distribution without manual parameter adjustment, performing well on synthetic and experimental data.