Antonio Carlos Costa

Unraveling phenotypic variation in multiscale behavioral dynamics

Comparing coarse-grained dynamics across resolutions, weighted by sampling uncertainty, yields phenotypic spaces linking E. coli run speed to CheB and showing paramecia experience narrows zebrafish variability.

Body-segment coordination as a new predictor of freezing of gait in people with Parkinson disease

The paper identifies body-segment coordination as a predictor of postoperative freezing of gait severity in Parkinson's disease patients using kinematic data and LASSO regression.

Evidence for natural selection shaping the evolution of collective behavior among global Caenorhabditis elegans populations

The paper examines global variation in C. elegans aggregation behavior, finding elevation-driven differences and evidence for natural selection shaping this collective behavior.

Uncovering multiscale structure in the variability of larval zebrafish navigation

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