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PHOEBI: An Open-World Benchmark for Bacterial Identification in Phase-Contrast Microscopy
Optical microscopy (OM) enables rapid, label-free imaging of live bacteria and is the standard instrument for species identification across clinical, environmental, and industrial microbiology. Real samples, however, are routinely polymicrobial and may contain organisms never seen during training, a
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