Clinical review: scoring systems in the critically ill

JL Vincent, R Moreno - Critical care, 2010 - Springer
General illness severity scores are widely used in the ICU to predict outcome, characterize
disease severity and degree of organ dysfunction, and assess resource use. In this article …

ICU severity of illness scores: APACHE, SAPS and MPM

JIF Salluh, M Soares - Current opinion in critical care, 2014 - journals.lww.com
ICU scoring systems provide a valuable framework to characterize patients' severity of
illness for the evaluation of ICU performance, for quality improvement initiatives and for …

Changes in hospital mortality for United States intensive care unit admissions from 1988 to 2012

JE Zimmerman, AA Kramer, WA Knaus - Critical care, 2013 - Springer
Introduction A decrease in disease-specific mortality over the last twenty years has been
reported for patients admitted to United States (US) hospitals, but data for intensive care …

The effect of multidisciplinary care teams on intensive care unit mortality

MM Kim, AE Barnato, DC Angus… - Archives of internal …, 2010 - jamanetwork.com
Background Critically ill patients are medically complex and may benefit from a
multidisciplinary approach to care. Methods We conducted a population-based retrospective …

[Књига][B] The sharks of north America

JI Castro - 2010 - books.google.com
Which species of sharks live within 500 nautical miles of North American shores, and what
do we know about them? José I. Castro's The Sharks of North America is the first …

Severity of illness scoring systems in the intensive care unit

MT Keegan, O Gajic, B Afessa - Critical care medicine, 2011 - journals.lww.com
Objective: Adult intensive care unit prognostic models have been used for predicting patient
outcome for three decades. The goal of this review is to describe the different versions of the …

Severity scoring in the critically ill: part 1—interpretation and accuracy of outcome prediction scoring systems

MJ Breslow, O Badawi - Chest, 2012 - Elsevier
This review examines the use of scoring systems to assess ICU performance. APACHE
(Acute Physiology and Chronic Health Evaluation), MPM (mortality probability model), and …

Using a machine learning approach to predict mortality in critically ill influenza patients: a cross-sectional retrospective multicentre study in Taiwan

CA Hu, CM Chen, YC Fang, SJ Liang, HC Wang… - BMJ open, 2020 - bmjopen.bmj.com
Objectives Current mortality prediction models used in the intensive care unit (ICU) have a
limited role for specific diseases such as influenza, and we aimed to establish an …

Validation of prediction models for critical care outcomes using natural language processing of electronic health record data

BJ Marafino, M Park, JM Davies, R Thombley… - JAMA network …, 2018 - jamanetwork.com
Importance Accurate prediction of outcomes among patients in intensive care units (ICUs) is
important for clinical research and monitoring care quality. Most existing prediction models …

Optimal intensive care outcome prediction over time using machine learning

C Meiring, A Dixit, S Harris, NS MacCallum… - PloS one, 2018 - journals.plos.org
Background Prognostication is an essential tool for risk adjustment and decision making in
the intensive care unit (ICU). Research into prognostication in ICU has so far been limited to …