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Articles with tag: «surgery duration»

    Mathematical methods of forecasting
  • 2020 № 1 Methods of Modelling and Prediction of Surgery Duration

    Based on the analysis of foreign publications, a comparative characteristic of methods and models of prediction
    of surgical operations duration was carried out. The importance of estimating the accuracy of prediction the duration of
    operations for effective planning of the use of operating rooms and high-tech equipment is shown. Analyzed statistical and
    regression methods to predict the duration of operations, and the use of artificial neural networks to estimate the duration
    of an operation. Mathematical expressions are given, allowing to estimate duration of operation as a whole, as well as data
    on prediction errors.

    Authors: Chernega V. S. [4] Eremenko A. N. [4]

    Tags: accuracy of prediction1 neural networks9 planning of use of operating rooms and high-tech equipment1 regression analysis2 statistical models1 surgery1 surgery duration1

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