Using Explainable AI (XAI) for the Prediction of Falls in the Older Population

The prevention of falls in older people requires the identification of the most important risk factors. Frailty is associated with risk of falls, but not all falls are of the same nature. In this work, we utilised data from The Irish Longitudinal Study on Ageing to implement Random Forests and Expla...

Full description

Bibliographic Details
Main Authors: Yue Ting Tang, Roman Romero-Ortuno
Format: Article
Language:English
Published: MDPI AG 2022-09-01
Series:Algorithms
Subjects:
Online Access:https://www.mdpi.com/1999-4893/15/10/353