UKRAINS'KYI VISNYK PSYKHONEVROLOHII

The Scientific and Practical Journal of Medicine
ISSN 2079-0325(p)
DOI 10.36927/2079-0325

The model of predicting functional defi cit and household adaptation of patients with a favorable outcome of cardioembolic stroke

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In the Section

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Abstract

The purpose of the study was to develop a model for predicting functional deficiency and household adaptation of patients with a favorable outcome of a cardioembolic stroke. We developed a logical algorithm for predicting functional defi ciency and household adaptation of patients evaluated on the Rankine scale, which is based on the regression tree method.

The obtained results showed that the most informative indicators for prediction are the NIHSS scale indicators, motor defi cit and CHADS2-VASc of the red blood (content of erythrocytes, platelets, hemoglobin and prothrombin, hematocrit), the ejection fraction of the left ventricle and the number of associated diseases in a patient. The developed logic algorithm allows to correctly determining the predicted value of the indicator on the Rankine scale in 83.7 % of cases.

Pages

References

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