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

被引:0
作者
Dae-Sang Lee
Chi-Min Park
Keumhee Chough Carriere
Joonghyun Ahn
机构
[1] Sungkyunkwan University School of Medicine,Department of Critical Care Medicine, Kangbuk Samsung Hospital
[2] Sungkyunkwan University School of Medicine,Department of Critical Care Medicine, Samsung Medical Center
[3] Sungkyunkwan University,Department of Surgery, Samsung Medical Center
[4] School of Medicine,Biostatistics and Clinical Epidemiology Center
[5] Samsung Medical Centre,Department of Mathematical and Statistical Sciences
[6] University of Alberta,undefined
来源
European Spine Journal | 2017年 / 26卷
关键词
Tracheostomy; Trauma; Cervical spinal cord injury;
D O I
暂无
中图分类号
学科分类号
摘要
引用
收藏
页码:2333 / 2339
页数:6
相关论文
共 160 条
[1]  
Armstrong PA(1998)Reduced use of resources by early tracheostomy in ventilator-dependent patients with blunt trauma Surgery 124 763-766
[2]  
McCarthy MC(1974)The injury severity score: a method for describing patients with multiple injuries and evaluating emergency care J Trauma 14 187-196
[3]  
Peoples JB(2001)Critical care of spinal cord injury Spine (Phila Pa 1976) 26 S27-S30
[4]  
Baker SP(2011)A classification and regression tree to assist clinical decision making in airway management for patients with cervical spinal cord injury Spinal Cord 49 244-250
[5]  
O’Neill B(2011)Incidence and clinical predictors for tracheostomy after cervical spinal cord injury: a National Trauma Databank review J Trauma 70 111-115
[6]  
Haddon W(2000)Early versus late tracheostomy in patients who require prolonged mechanical ventilation Am J Crit Care 9 352-359
[7]  
Long WB(2005)Characterizing the need for mechanical ventilation following cervical spinal cord injury with neurologic deficit J Trauma 59 912-916
[8]  
Ball PA(1993)Bias reduction of maximum likelihood estimates Biometrika 80 27-38
[9]  
Berney SC(2005)The elements of statistical learning: data mining, inference and prediction Math Intell 27 83-85
[10]  
Gordon IR(2015)Development and validation of a risk prediction model for tracheostomy in acute traumatic cervical spinal cord injury patients Eur Spine J 24 975-984