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Information × Registration Number 0224U000613, 0122U000773 , R & D reports Title Application of artificial intelligence to provide automation and standardization of the Gleason system in the diagnosis of prostate cancer popup.stage_title Head Romaniuk Anatolii М., д.мед.н. Registration Date 10-01-2024 Organization Sumy State University popup.description2  The object of research is the process of diagnosing oncological pathology. The subject of research is the use of artificial intelligence tools to diagnose prostate cancer. The work aims to develop new software to improve the standardization of prostate tumor grading according to the Gleason scale with high reproducibility of results. During the scientific work, a mathematical algorithm was improved to increase the reliability of diagnostics and the operation of the expert decision support system. The system of personalized diagnosis of oncology of the prostate gland was implemented using a combination of two programming languages—Python for graphical image processing and C# for information-extreme technology. The image splitting class was written in the C# programming language and is required to form a training dataset by splitting the input histological image into frames of a fixed siz Product Description popup.authors Yefimenko Vladyslav O. Denysenko Anastasiia P. Kazban Nadiia V. Korobov Artem G. Moskalenko Roman A. Romanyuk Anatoliy M Savchenko Taras V. Chyzhma Ruslana A. popup.nrat_date 2024-01-10 Close
R & D report
Head: Romaniuk Anatolii М.. Application of artificial intelligence to provide automation and standardization of the Gleason system in the diagnosis of prostate cancer. (popup.stage: ). Sumy State University. № 0224U000613
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Updated: 2026-03-22