Research Keyword: fluorescence imaging

Spatiotemporal fluctuations in fluorescence intensity of rhodamine phalloidin–labeled actin filaments

Researchers discovered that fluorescent labels attached to actin filaments (cell structures involved in movement and shape) don’t glow uniformly along their length. Instead, they create a mottled pattern of bright and dark regions. This happens because the filament structure varies along its length, affecting how many labels stick to different parts. Interestingly, when the cell’s energy molecule contains a phosphate group, the filament structure becomes more uniform and the pattern disappears.

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Deep learning application to hyphae and spores identification in fungal fluorescence images

Researchers developed an artificial intelligence system using two deep learning models to automatically identify fungal infections in microscope images. The system analyzes fluorescence-stained samples to detect fungal spores, hyphae, and mycelium with accuracy matching experienced doctors. This automated approach can significantly reduce the time clinicians spend examining samples and help prevent misdiagnosis, especially in hospitals with fewer specialist technicians.

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