real-time bacterial detection ml
3 Real-Time Bacterial Detection ML Barriers Breaking Labs
99% of real-time bacterial detection models published in academic papers never become clinical tools, because they stumble over validation, speed, interpretability, and workflow automation hurdles. In this article I walk through why a model that looks perfect in a clean lab often collapses in a noisy hospital environment, and I