Background Chest pain is among the most common presenting complaints in the emergency
department (ED). Swift and accurate risk stratification of chest pain patients in the ED may …

Background Chest pain is amongst the most common reason for presentation to the
emergency department (ED). There are many causes of chest pain, and it is important for the …

Background The key aim of triage in chest pain patients is to identify those with high risk of
adverse cardiac events as they require intensive monitoring and early intervention. In this …

Background Currently, the risk stratification of critically ill patient with chest pain is a
challenge. We aimed to use machine learning approach to predict the critical care outcomes …

Background Chest pain is the second leading reason for emergency department (ED) visits
and is commonly identified as a leading driver of low-value health care. Accurate …

Rapid and accurate risk stratification of chest pain patients in the emergency department
(ED) plays an important role in guiding appropriate disposition and early intervention so as …

Chest pain is a common complaint in the emergency department, but this may prevent a
diagnosis of major adverse cardiac events, a composite of all-cause mortality associated …

Background Appropriate disposition of emergency department (ED) patients with chest pain
is dependent on clinical evaluation of risk. A number of chest pain risk stratification tools …

Background Coronary risk stratification is recommended for emergency department patients
with chest pain. Many protocols are designed as “rule‐out” binary classification strategies …

Background A big-data-driven and artificial intelligence (AI) with machine learning (ML)
approach has never been integrated with the hospital information system (HIS) for predicting …