Effective predictors of Intensive Care Unit (ICU) Mortality have the potential to identify high-risk patients earlier, improve ICU resource allocation, and create more accurate population-level risk models. Machine learning practitioners typically make choices about how to represent features in a particular model, but these choices are seldom evaluated quantitatively. This study compares the pe...

Treating patients with multidrugresistant (MDR) pathogens is an increasing challenge for intensive care unit (ICU) physicians. In the ICU, compared to other hospital departments, severe infections are most prevalent and antimicrobial use is most abundant. Not surprisingly, antimicrobial resistance (AMR) has emerged primarily in the intensive care setting, where multiple facilitators for the dev...

A novel service oriented platform has been developed under the framework of the Telerehabilitation Service funded by the Cross Border Cooperation Programme Greece Cyprus 2007 - 2013 to support tele-supervised exercise rehabilitation for patients after hospitalization in intensive care units (ICU). The platform enables multiparty, interregional bidirectional audio/visual communication between cl...

Percutaneous dilatational tracheostomy (PDT) is a commonly performed procedure in critically sick patients. It can be safely performed bedside by intensivists.This has resulted in decline in the use of surgical tracheostomy in intensive care unit (ICU) except in few selected cases. Most common indication of tracheostomy in ICU is need for prolonged ventilation. About 10% of patients requiring a...

Introduction: Intensive care (ICU) survivors have poor quality of life (QoL) and physical outcomes compared to people of the same age and sex [1]. Although rehabilitation of patients in ICU is now advocated as routine clinical practice [2] there are few randomised controlled trials (RCTs) examining patient outcomes. The primary aim of this single blind randomised controlled trial is to investig...

BACKGROUND: Low and high body mass index (BMI) have been recently shown to be associated with increased and decreased mortality after ICU admission, respectively. The objective of this study was to determine the impact of BMI on mortality and length of stay in patients admitted to the intensive care unit (ICU). METHODS: In this retrospective cohort study, the Acute Physiology and Chronic Health...

Abstract Background The management of acute decompensated heart failure (ADHF) often requires intensive care. However, the effects early care unit (ICU)/coronary (CCU) admission on activities daily living (ADL) in ADHF patients have not been precisely evaluated. Thus, we assessed whether ICU entry can improve post-discharge ADL performance these patients. Methods and results (New York Heart Ass...

AIMS AND OBJECTIVE To examine the relationship between observed delirium in ICU and patients' recall of factual events up to two years after discharge. BACKGROUND People, the environment, and procedures are frequently cited memories of actual events encountered in ICU. These are often perceived as stressors to the patients and the presence of several such stressors has been associated with th...