10 citations · 25 across the 3 of their papers we have counts for
3 papers
Predicting fall risk in older adults: A machine learning comparison of accelerometric and non-accelerometric factors
Ana González-Castro, José Alberto Benítez-Andrades, Rubén González-González +2
This study investigates fall risk prediction in older adults using various machine learning models trained on accelerometric, non-accelerometric, and combined data from 146 partici…
Enhanced prediction of spine surgery outcomes using advanced machine learning techniques and oversampling methods
José Alberto Benítez-Andrades, Camino Prada-García, Nicolás Ordás-Reyes +3
The study proposes an advanced machine learning approach to predict spine surgery outcomes by incorporating oversampling techniques and grid search optimization. A variety of model…
Application of Machine Learning Algorithms in Classifying Postoperative Success in Metabolic Bariatric Surgery: A Comprehensive Study
José Alberto Benítez-Andrades, Camino Prada-García, Rubén García-Fernández +3
Objectives: Metabolic Bariatric Surgery (MBS) is a critical intervention for patients living with obesity and related health issues. Accurate classification and prediction of patie…