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<p>This report describes the development of a&#xa0;technology for classifying biomedical images of pulmonary diseases, as well as its algorithmic and software implementation. A&#xa0;database of biomedical images of pulmonary diseases with subsequent processing was compiled. The architecture of a&#xa0;convolutional neural network model for classifying biomedical images of pulmonary diseases was designed. Correctly and erroneously classified samples for each disease were analyzed.</p>

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Algorithmic and software implementation of a biomedical imaging classification technology for lung diseases

  • 期刊论文

  • 发表日期：

    2025年7月1日

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  • T. M. Magrupov,
  • N. M. Nurillaeva,
  • R. R. Akhmadzhonov,
  • Sh. Sh. Zubaidullaev,
  • S. S. Gaibnazarov,
  • E. A. Semenova

摘要

This report describes the development of a technology for classifying biomedical images of pulmonary diseases, as well as its algorithmic and software implementation. A database of biomedical images of pulmonary diseases with subsequent processing was compiled. The architecture of a convolutional neural network model for classifying biomedical images of pulmonary diseases was designed. Correctly and erroneously classified samples for each disease were analyzed.