The system employs darkfield microscopy to capture high-resolution images of unstained bacteria, combined with deep learning technology to virtually transform these images into their Gram-stained ...

The technique is based on dark-field hyperspectral microscopy. As Dr. Fakhrullin says, "Dark-field microscopy is a special way of illuminating samples where a direct light beam is cut off by a stopper ...

A team of researchers at the University of California, Los Angeles (UCLA) has introduced a virtual Gram staining technique that could transform how microbiologists stain and classify bacteria.