Machine-learning algorithm, feature selection methods, and clinical prediction models
The prediction models were trained with the gradient-boosting regressor method [For each prediction task, three models with progressively more features were developed which are meant to be utilized sequentially, based on the data availability at the bedside.A “A “A “