Construction of a predictive model for fear of fall in rehabilitating elderly stroke patients using a multi- layer perceptron neural network
Xinyu Zhang,
Lei Zhang
Abstract:Objective
To establish a predictive model using multi-layer perceptron (MLP) for fear of fall in elderly stroke patients during the rehabilitation period.
Methods
From June 2022 to February 2023,368 elderly patients with rehabilitation stroke were investigated by scales.Conduct univariate and multivariate analysis of the influencing factors for fear of fall, using multivariate Logistic regression and MLP to establish the prediction model and calculate the prediction accuracy of the two models.Predictive effi… Show more
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