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Affine-Consistent Transformer for Multi-Class Cell Nuclei Detection

Affine-Consistent Transformer for Multi-Class Cell Nuclei Detection

Multi-class cell nuclei detection is a fundamental prerequisite in the diagnosis of histopathology. It is critical to efficiently locate and identify cells with diverse morphology and distributions in digital pathological images. Most existing methods take complex intermediate representations as learning targets and rely on inflexible post-refinements while paying less attention …