An improved neural network model enables worm tracking in challenging conditions and increases signal-to-noise ratio in phenotypic screens
Weheliye H. Weheliye, Javier Rodríguez, Luigi Feriani, Avelino Javer, Virginie Uhlmann, André EX Brown
DeepTangleCrawl, DeepTangle retrained for crawling C. elegans, skeletonises more coiled and overlapping worms than Tierpsy, Omnipose or a PAF tracker, with longer tracks and larger screen effect sizes than Tierpsy.
PLoS Computational Biology · Aug 8, 2025Peer-reviewedAnimal Behavior & Cognition✦ In-depth digest