Interpretation of Immunofluorescence Slides by Deep Learning Techniques: Anti-nuclear Antibodies Case Study

Author:

Khlelfa Oumar,Yahyaoui Aymen,Azaiz Mouna Ben,Ncibi Anwer,Gazouani Ezzedine,Ammar Adel,Boulila Wadii

Publisher

Springer Nature Switzerland

Reference27 articles.

1. Bagatini, M.D., et al.: Immune system and chronic diseases 2018. J. Immunol. Res. (2018)

2. Van Hoovels, L., et al.: Variation in antinuclear antibody detection by automated indirect immunofluorescence analysis. Ann. Rheum. Dis. 78(6), e48–e48 (2019)

3. Cascio, D., et al.: Deep CNN for IIF images classification in autoimmune diagnostics. Appl. Sci. 9(8), 1618 (2019)

4. Jain, S., et al.: Role of direct immunofluorescence microscopy in spectrum of diffuse proliferative glomerulonephritis: a single-center study. J. Microsc. Ultrastruct. 9(4), 177 (2021)

5. Boyer, O., Candon, S.: Autoimmune diseases: The breakdown of self-tolerance (2021). https://www.inserm.fr/information-en-sante/dossiers-information/maladies-auto-immunes

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