Comparative study of machine learning models to predict mobility in patients with low back pain using inertial sensors

Low back pain is one of the most common causes of disability and considerably affects life by impairing the quality of life of those who experience it. The purpose of the study is to compare the mobility of five machine learning models (LightGBM, XGBoost, HistGradientBoostingRegressor, GradientBoost...

• Автор: Carlosama Quinatoa, Jeremy Fabrizio (author)
• Формат: bachelorThesis
• Опубліковано: 2025
• Предмети: Aprendizaje automático; Tecnología portátil; Modelos de predicción; Machine learning; Wearable technology; Clinical evaluation
• Онлайн доступ: https://repositorio.yachaytech.edu.ec/handle/123456789/1034