HaloUMI: Physics-informed analysis of inhibition halo assays
HaloUMI is an open-source Python graphical user interface that leverages physics-informed models and robust image processing to provide accurate, reproducible, and high-throughput quantification of microbial growth inhibition zones, effectively addressing limitations in existing tools by handling irregular halo shapes and correcting for lawn density variability.