High-Resolution Time-Lapse Imaging of Droplet-Cell Dynamics via Optimal Transport and Contrastive Learning
Luca Johannes Schlotheuber, Michael Vollenweider, Sven Gutjahr, Tiago Hungerland, Richard Danis, Weronika Ormaniec, Aline Linder, Valentina Boeva, Ines Lüchtefeld, Klaus Eyer
This paper develops a method to track microfluidic droplets over time using optimal transport and contrastive learning, achieving high accuracy in tracking without labeled data.
Lab on a Chip · Jan 1, 2025Peer-reviewedBioinformatics