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Abstract <p>The paper deals with the creation of a decision support system for the diagnosis of liver disease based on the data of medical examinations of patients. A program-algorithmic complex has been developed for decision-making to determine the stage of a patient’s disease. Significant parameters characterizing the stage of liver disease have been determined using aggregate estimates of correlation dependencies of parameters and data of expert physicians. Classifiers based on fuzzy logical inference for determining the stage of liver disease are proposed. Studies confirming the effectiveness of the proposed decision support system in the process of medical diagnosis have been carried out.</p>

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Development of a Medical Decision Support System for Early Diagnosis of Liver Disease

  • 期刊论文

  • 发表日期：

    2025年12月1日

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  • A. S. Serobabov,
  • L. A. Denisova

摘要

Abstract

The paper deals with the creation of a decision support system for the diagnosis of liver disease based on the data of medical examinations of patients. A program-algorithmic complex has been developed for decision-making to determine the stage of a patient’s disease. Significant parameters characterizing the stage of liver disease have been determined using aggregate estimates of correlation dependencies of parameters and data of expert physicians. Classifiers based on fuzzy logical inference for determining the stage of liver disease are proposed. Studies confirming the effectiveness of the proposed decision support system in the process of medical diagnosis have been carried out.