23/12/2025
There is a notable lack of integrated research that connects the initial point of respiratory intervention in the emergency room to ICU admission and discharge outcomes. This work analyzed emergency department and ICU factors based on electronic medical records and applied machine learning, which are widely used in recent medical data analyses to maximize predictive accuracy and robustness. The study aims to identify factors influencing mortality through multivariate regression analysis and to evaluate whether machine learning–based predictive models, utilizing key clinical variables, can effectively predict patient mortality.
More detailed information, please visit: https://ojs.wiserpub.com/index.php/CCDS/article/view/8297