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A distributed system of wearable analyzers for the diagnosis of peripheral blood flow disorders in type 2 diabetes mellitus

  • E. V. Zharkikh,
  • A. V. Dunaev

摘要

This paper discusses a method for the diagnosis of peripheral blood flow disorders in type 2 diabetes mellitus (DM) using a distributed system of wearable blood microcirculation analyzers based on laser Doppler flowmetry. This method was tested in a clinical setting. The research resulted in the development of a classification model based on linear discriminant analysis and allowing the presence of peripheral blood flow disorders in patients with type 2 diabetes to be identified with sensitivity and specificity indicators of 0.88 and 0.90 respectively.