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. 2023 Jun 2;13:8953. doi: 10.1038/s41598-023-35085-9

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© The Author(s) 2023

Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/.

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IVCM image samples along with their saliency maps and their overlaid images, displaying different confocal microscopic features. (a) Acanthamoeba keratitis, showing acanthamoeba trophozoites (white arrows) and cysts (black arrows), as well as inflammatory cells; (b) Fungal keratitis, featuring fungal hyphae (white arrows) and inflammatory cells. Notably, the model correctly ignores superficial cells (black arrows).