Prehospital Lactate Levels Obtained in the Ambulance and Prediction of 2-Day In-Hospital Mortality in Patients with Traumatic Brain Injury

Medicine, Emergency Medicine, Medical Laboratory Science, Neurology, Medical Imaging,
prehospital lactate levels   traumatic brain injury   in-hospital mortality   Glasgow Coma Scale   emergency care  

Research Report Background Overview Traumatic Brain Injury (TBI) is one of the leading causes of permanent disability and death worldwide. These disorders are dynamic and evolving, involving progressive brain injury and pathophysiological changes accompanied by multi-system damage. The severity of TBI is typically assessed using the Glasgow Coma Sc...

Impact of a Deep Learning Sepsis Prediction Model on Quality of Care and Survival

Information Science, Artificial Intelligence, Medicine, Nursing, Emergency Medicine,
deep learning   sepsis   prediction model   quality of care   survival rate   in-hospital mortality   causal impact analysis  

Impact of Deep Learning Sepsis Prediction Model on Nursing Quality and Patient Survival Research Background Sepsis is a systemic inflammatory response caused by infection, affecting approximately 48 million people globally each year, with around 11 million deaths. Due to the heterogeneity of sepsis, early identification often faces significant chal...