Innovation science and technologiy 1-jild 12-son (2025)
ALGORITHMS AND METHODS FOR CALCULATING THE AREA OF A GASTRIC ULCER DEFECT USING MODERN MATHEMATICAL TECHNIQUES
Yusupov, Ibrohimbek, Abdusamatova, Munira
Annotatsiya
This study proposes a novel integrated methodology for digital processing of endoscopic video signals,combining automated video analysis, segmentation of pathological structures, and accurate calculation of the gastriculcer surface area. A multi-stage algorithm is developed, incorporating intelligent extraction of clinically significant frames,contour detection of ulcerated regions using combined gradient operators, and construction of an adaptive spline modelfor subsequent integral area estimation. Experimental results demonstrate that the proposed approach provides stableand reliable accuracy and can be effectively used as an auxiliary tool to enhance the objectivity of endoscopic diagnostics.
endoscopy, digital video processing, spline approximation, segmentation, gastric ulcer, area calculation.
Metadata manbasi: jurnal OAI-PMH arxivi · Sindex toʻliq matnni saqlamaydi, manbaga havola beradi.