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This article describes the morphometric analysis of vertebrae by computed tomography in patients with osteoporosis. The selection of features of objects in the images to determine the most informative characteristics corresponding to this type of objects is carried out. The results of the vertebral body morphometric analysis algorithm demonstrating its accuracy are described. The possibility of classifying normal and pathological classes on the basis of selected features is substantiated. Based on the obtained data, an algorithm for vertebral classification was developed.

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Information Technology for Evaluating Changes of the Structure of Vertebral Bodies Using Computed Tomography Data to Determine the Degree of Vertebral Deformity in Patients with Osteoporosis

  • 会议论文

  • 发表日期：

    2025年

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  • Nataly Ilyasova,
  • Nikita Demin,
  • Kamil Tadjitdinov,
  • Valeriia Pavlova,
  • Eduard Alekhin

摘要

This article describes the morphometric analysis of vertebrae by computed tomography in patients with osteoporosis. The selection of features of objects in the images to determine the most informative characteristics corresponding to this type of objects is carried out. The results of the vertebral body morphometric analysis algorithm demonstrating its accuracy are described. The possibility of classifying normal and pathological classes on the basis of selected features is substantiated. Based on the obtained data, an algorithm for vertebral classification was developed.