Please use this identifier to cite or link to this item: http://ahro.austin.org.au/austinjspui/handle/1/11096
Title: A classification and regression tree to assist clinical decision making in airway management for patients with cervical spinal cord injury.
Authors: Berney, Susan C;Gordon, Ian R;Opdam, Helen Ingrid;Denehy, Linda
Affiliation: Austin Hospital Melbourne, Melbourne, Victoria, Australia. sue.berney@austin.org.au
Issue Date: 10-Aug-2010
Citation: Spinal Cord 2010; 49(2): 244-50
Abstract: This was a prospective observational study.To review airway management of patients with acute cervical spinal cord injury (CSCI) who are admitted to the intensive care unit (ICU) and to develop a classification and regression tree (CART) to direct clinical decision making in airway management.This study was carried out in Australia.All patients with CSCI who required intubation and mechanical ventilation and who were admitted to ICU in three tertiary hospitals in Melbourne between October 2004 and May 2009 and two other interstate hospitals between December 2004 and December 2005 were included. Airway management was recorded.A total of 114 patients were included. Tracheostomy insertion occurred in 68 patients (59.7%). Using CART analysis, it was found that the variables forced vital capacity, the volume of pulmonary secretion and gas exchange were predictive of airway management on 82.3% occasions with an 8.7% extubation failure rate.A CART can be useful in clinical decision making regarding airway management in CSCI.
Internal ID Number: 20697418
URI: http://ahro.austin.org.au/austinjspui/handle/1/11096
DOI: 10.1038/sc.2010.97
URL: http://www.ncbi.nlm.nih.gov/pubmed/20697418
Type: Journal Article
Subjects: Adult
Airway Management.methods.trends
Asphyxia.epidemiology.prevention & control.therapy
Australia.epidemiology
Clinical Protocols.standards
Decision Trees
Female
Humans
Male
Middle Aged
Predictive Value of Tests
Prospective Studies
Respiratory Paralysis.complications.epidemiology.therapy
Spinal Cord Injuries.complications.epidemiology.therapy
Young Adult
Appears in Collections:Journal articles

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