Literature DB >> 20697418

A classification and regression tree to assist clinical decision making in airway management for patients with cervical spinal cord injury.

S C Berney1, I R Gordon, H I Opdam, L Denehy.   

Abstract

STUDY
DESIGN: This was a prospective observational study.
OBJECTIVES: 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.
SETTING: This study was carried out in Australia.
METHODS: 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.
RESULTS: 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.
CONCLUSION: A CART can be useful in clinical decision making regarding airway management in CSCI.

Entities:  

Mesh:

Year:  2010        PMID: 20697418     DOI: 10.1038/sc.2010.97

Source DB:  PubMed          Journal:  Spinal Cord        ISSN: 1362-4393            Impact factor:   2.772


  7 in total

1.  Classification and regression tree model for predicting tracheostomy in patients with traumatic cervical spinal cord injury.

Authors:  Dae-Sang Lee; Chi-Min Park; Keumhee Chough Carriere; Joonghyun Ahn
Journal:  Eur Spine J       Date:  2017-04-26       Impact factor: 3.134

2.  Airway complications in traumatic lower cervical spinal cord injury: A retrospective study.

Authors:  Thomas Liebscher; Andreas Niedeggen; Barbara Estel; Rainer O Seidl
Journal:  J Spinal Cord Med       Date:  2014-08-12       Impact factor: 1.985

3.  Development and validation of a risk prediction model for tracheostomy in acute traumatic cervical spinal cord injury patients.

Authors:  Yun Fei Hou; Yang Lv; Fang Zhou; Yun Tian; Hong Quan Ji; Zhi Shan Zhang; Yan Guo
Journal:  Eur Spine J       Date:  2014-12-27       Impact factor: 3.134

4.  Successful decannulation of patients with traumatic spinal cord injury: A scoping review.

Authors:  Gordon H Sun; Stephanie W Chen; Mark P MacEachern; Jing Wang
Journal:  J Spinal Cord Med       Date:  2020-11-09       Impact factor: 2.040

5.  Respiratory problems and management in people with spinal cord injury.

Authors:  David J Berlowitz; Brooke Wadsworth; Jack Ross
Journal:  Breathe (Sheff)       Date:  2016-12

6.  Risk Factors for Tracheostomy after Traumatic Cervical Spinal Cord Injury: A 10-Year Study of 456 Patients.

Authors:  Ping-Ping Long; Da-Wei Sun; Zheng-Feng Zhang
Journal:  Orthop Surg       Date:  2021-11-22       Impact factor: 2.071

7.  Risk factors and the surgery affection of respiratory complication and its mortality after acute traumatic cervical spinal cord injury.

Authors:  Xiao-Xiong Yang; Zong-Qiang Huang; Zhong-Hai Li; Dong-Feng Ren; Jia-Guang Tang
Journal:  Medicine (Baltimore)       Date:  2017-09       Impact factor: 1.889

  7 in total

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