| Title: |
Prediction of unfavorable outcome of acute decompensation of diabetes mellitus. |
| Authors: |
Kogan, L. P.1 (AUTHOR), Korneva, K. G.2 (AUTHOR), Volvach, A. E.1 (AUTHOR) volvach@meta.ua, Sorokoumova, S. V.3 (AUTHOR), Modelkina, A. A.2 (AUTHOR), Novikov, G. A.2 (AUTHOR) |
| Source: |
Diabetology & Metabolic Syndrome. 2/20/2025, Vol. 17 Issue 1, p1-12. 12p. |
| Subject Terms: |
*TYPE 1 diabetes, *BAYES' theorem, *INTENSIVE care patients, *DIABETES in children, *DIABETES |
| Abstract: |
The aim of the study: Using the method of spectral-probability analysis, to evaluate the possibility of predicting an unfavorable outcome of acute decompensation of diabetes mellitus in patients hospitalized in the intensive care unit using a mathematical model. In relation to clinical practice, the implementation of the proposed algorithm for mathematical processing of a set of test data provides the physician with an additional significant criterion for assessing the probability of a tendency to develop type 1 diabetes in healthy children being examined whose brothers or sisters suffer from this disease. Materials and methods: A retrospective analysis of 103 medical records of patients hospitalized in the intensive care unit for acute decompensation of diabetes mellitus was conducted. Results: With regard to the set of analyses of patients with acute decompensation of diabetes mellitus, carried out at the time of admission to hospital, a group of mathematical criteria has been defined that makes it possible to identify patients with a high risk of an unfavorable course of the disease. [ABSTRACT FROM AUTHOR] |
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