Data di Pubblicazione:
2016
Abstract:
The aim of this study is to identify an explicit relationship between life-style and the risk of falling under the form of a mathematical model. Starting from some personal and behavioral information as, e.g., weight, height, age, data about physical activity habits, and concern about falling, the model would easily estimate the score of the Mini-Balance Evaluation Systems (Mini-BES) test. This would make fall risk assessment
less invasive, because subjects would not need to undergo the classical Mini-BES test, rather they could estimate it at home by answering some questionnaires. The mathematical model obtained in this study has been tested over a subset of unseen subjects and the results show an average error of +-2.74.
Tipologia CRIS:
04.01 Contributo in Atti di convegno
Keywords:
Fall risk assessment; mathematical model; regression; genetic programming
Elenco autori:
DE PIETRO, Giuseppe; DE FALCO, Ivanoe; Sannino, Giovanna
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