Clinical data are increasingly being mined to derive new medical knowledge with a goal of
enabling greater diagnostic precision, better-personalized therapeutic regimens, improved …

Clinical time-series data retrieved from electronic medical records are widely used to build
predictive models of adverse events to support resource management. Such data is often …

Abstract Background and objective Traumatic Brain Injury (TBI) is one of the leading causes
of injury-related mortality in the world, with severe cases reaching mortality rates of 30-40 …

Recently, clinical decision making processes largely benefit from electronic health records
(EHR) to improve the diagnosis outcomes and quality of patient care. In particular, patients' …

Intensive care unit (ICU) is an expensive and limited resource in hospitals, which majorly
maintains the survival of critical life-threatened patients. Accordingly, the short-term mortality …

Sepsis is a prevalent syndrome that manifests itself through an uncontrolled response from
the body to an infection, that may lead to organ dysfunction. Its diagnosis is urgent since …