AIMC Topic: Intensive Care Units
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Predicting weaning difficulty for planned extubation patients with an artificial neural network.
Medicine
Oct 1, 2019
This study aims to construct a neural network to predict weaning difficulty among planned extubation patients in intensive care units.This observational cohort study was conducted in eight adult ICUs in a medical center about adult patients experienc...
Use of Artificial Intelligence to Represent Emergent Systems and Augment Surgical Decision-making.
JAMA surgery
Sep 1, 2019
Development of a Machine Learning Model Predicting an ICU Admission for Patients with Elective Surgery and Its Prospective Validation in Clinical Practice.
Studies in health technology and informatics
Aug 21, 2019
Frequent utilization of the Intensive Care Unit (ICU) is associated with higher costs and decreased availability for patients who urgently need it. Common risk assessment tool, like the ASA score, lack objectivity and do account only for some influen...
Inverting the Turing Test - Machine Learning to Detect Cognition in the ICU.
The New England journal of medicine
Jun 27, 2019
Detection of Brain Activation in Unresponsive Patients with Acute Brain Injury.
The New England journal of medicine
Jun 27, 2019
BACKGROUND: Brain activation in response to spoken motor commands can be detected by electroencephalography (EEG) in clinically unresponsive patients. The prevalence and prognostic importance of a dissociation between commanded motor behavior and bra...
Precision Intensive Care: A Real-Time Artificial Intelligence Strategy for the Future.
Pediatric critical care medicine : a journal of the Society of Critical Care Medicine and the World Federation of Pediatric Intensive and Critical Care Societies
Feb 1, 2019
What every intensivist should know about Big Data and targeted machine learning in the intensive care unit.
Revista Brasileira de terapia intensiva
Jan 1, 2019
Evaluating ICU Clinical Severity Scoring Systems and Machine Learning Applications: APACHE IV/IVa Case Study.
Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference
Jul 1, 2018
Clinical scoring systems have been developed for many specific applications, yet they remain underutilized for common reasons such as model inaccuracy and difficulty of use. For intensive care units specifically, the Acute Physiology and Chronic Heal...
Predicting Mortality in the Surgical Intensive Care Unit Using Artificial Intelligence and Natural Language Processing of Physician Documentation.
The American surgeon
Jul 1, 2018
The purpose of this study was to use natural language processing of physician documentation to predict mortality in patients admitted to the surgical intensive care unit (SICU). The Multiparameter Intelligent Monitoring in Intensive Care III database...
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