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Highlights Artificial intelligence (AI)-guided methods are transforming the speed and scale with which image segmentation and classification tasks can be managed in cell biology. Deep learning (DL)-guided tools to segment and classify a variety of cells and subcellular structures are being rapidly developed, opening the need for standards and repositories.
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