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The intelligent system based on a deep learning algorithm exhibited satisfactory diagnostic performance and effectively classified FK in various IVCM images. The context of this deep learning automated diagnostic system can be extended to other types of keratitis.

Deep learning-based automated diagnosis of fungal keratitis with in vivo confocal microscopy images