A VAE-based unsupervised segmentation pipeline quantifies biofilm formation inside microfluidic droplets over time, with manually selected latent thresholds and pixel-area cutoffs defining biofilm classes.
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Latent Space-Driven Quantification of Biofilm Formation using Time Resolved Droplet Microfluidics
A VAE-based unsupervised segmentation pipeline quantifies biofilm formation inside microfluidic droplets over time, with manually selected latent thresholds and pixel-area cutoffs defining biofilm classes.