Predicting death by suicide using administrative health care system data: Can feedforward neural network models improve upon logistic regression models?

摘要

Background: Suicide is a leading cause of death worldwide. With the increasing volume of administrative health care data, there is an opportunity to evaluate whether machine learning models can improve upon statistical models for quantifying suicide risk.