Objective: To create a Telegram bot as a new tool for assessing anterior uveitis.
Methods: A total of 132 images, including radial and linear sections in the AC-OCT mode, were captured for a study using the SOCT Copernicus REVO
60 tomography device (Optopol Technology SA, Zawiercie, Poland). The study involved eight patients with uveitis of varying degrees of inflammatory
severity, classified according to the Standardization of Uveitis Nomenclature (SUN) criteria. These examinations were conducted at the Nigoh Eye
Surgery Clinic in Dushanbe, Republic of Tajikistan, from March to May 2024. For the study, an independent observer selected 27 high-quality images
with a resolution of 1566×956, which were saved in an identical format, with the same contrast and negligible variations in the level of brightness (from
-10 to 4), on which inflammatory cells were distinguishable, he also counted the cells in the application. Twenty-seven results of cell counting by the
standard method served as a control. The ROC curve was constructed as a statistical processing method; sensitivity, specificity, accuracy, completeness,
and F1-measure were calculated. The images were subjected to an assessment of the activity of the inflammatory process in anterior uveitis in a
specially developed Telegram bot to detect and count the number of inflammatory cells.
Results: The method correctly identified cases as negative or "healthy" in 96.5%. The positive predictive value (PPV), or precision, was 0.964. This
means the method was correct among all the cases predicted as positive – i.e., "sick" – in 96.4% of cases. The recall was 0.926, i.e., of all true positives
(TP), the method was correct in 92.6% of cases. The F1-score, the harmonic mean of precision and recall, was 0.945, indicating a good balance between
these two parameters.
Conclusion: The Telegram bot provides an impressively accurate and intuitive platform for evaluating the activity of the inflammatory process in
anterior uveitis. Designed as a complimentary tool, it aims to reach a wide range of medical professionals, allowing easy access without requiring
specialized training, advanced medical skills, or complex equipment. Users only need a device compatible with Telegram and a reliable internet
connection to get started. This straightforward approach enhances the tool's usability and transforms it into an essential resource for healthcare
providers aspiring to improve their diagnostic capabilities.
Keywords: Specialized software, Telegram bot, uveitis, optical coherence tomography, inflammation in the anterior chamber.