Risk stratification for predicting 30-day mortality of intracerebral hemorrhage

被引:54
作者
Chuang, Ya-Ching [1 ]
Chen, Yung-Ming [1 ]
Peng, Shih-Kuei [1 ,2 ]
Peng, Shih-Yen [1 ,2 ]
机构
[1] Taichung Vet Gen Hosp, Dept Anesthesiol, Taichung, Taiwan
[2] Chung Shan Med Univ, Sch Med, Taichung, Taiwan
关键词
patient outcome; mortality; intracerebral hemorrhage; sich score; AMERICAN-HEART-ASSOCIATION; HEALTH-CARE PROFESSIONALS; SPECIAL WRITING GROUP; STROKE-COUNCIL; GRADING SCALE; SUBARACHNOID HEMORRHAGE; SURGICAL-TREATMENT; GUIDELINES; MANAGEMENT; STATEMENT;
D O I
10.1093/intqhc/mzp041
中图分类号
R19 [保健组织与事业(卫生事业管理)];
学科分类号
摘要
The aim of this study was to develop a grading scale for predicting the 30-day mortality of spontaneous intracerebral hemorrhage (ICH) using initial evaluation data. Univariate and multivariate logistic regression models were used to identify independent risk factors and to construct a grading scale for predicting the outcome of ICH. The Taichung Veterans General Hospital in Taichung, Taiwan. Two hundred and ninety-three patients were diagnosed with spontaneous ICH between 1 January 2006 and 31 December 2007. Development of the simplified ICH score (sICH score) for predicting the 30-day mortality of ICH. The discrimination of the prediction model was determined by measuring the accuracy, sensitivity, specificity and the area under the receiver operating characteristic curves (AUC). The accuracy of the sICH score was 80.5%, the sensitivity was 82.5% and the specificity was 80.2%. The AUCs are as follows: sICH score, 0.89 (0.84-0.94); ICH score, 0.74 (0.65-0.83) and ICH-GS, 0.74 (0.65-0.83). The sICH score showed best discrimination among tested models. Also, it was easier for physicians without special training in neurology or radiology to use this scale. With statistical power and ease of use, the sICH score is a very suitable model for risk stratification of spontaneous ICH.
引用
收藏
页码:441 / 447
页数:7
相关论文
共 34 条
[1]   Guidelines for thrombolytic therapy for acute stroke: A supplement to the guidelines for the management of patients with acute ischemic stroke - A statement for healthcare professionals from a special writing group of the stroke council, American Heart Association [J].
Adams, HP ;
Brott, TG ;
Furlan, AJ ;
Gomez, CR ;
Grotta, J ;
Helgason, CM ;
Kwiatkowski, T ;
Lyden, PD ;
Marler, JR ;
Torner, J ;
Feinberg, W ;
Mayberg, M ;
Thies, W .
CIRCULATION, 1996, 94 (05) :1167-1174
[2]  
[Anonymous], Data Mining Practical Machine Learning Tools and Techniques with Java
[3]   Risk factors for intracerebral hemorrhage in the general population - A systematic review [J].
Ariesen, MJ ;
Claus, SP ;
Rinkel, GJE ;
Algra, A .
STROKE, 2003, 34 (08) :2060-2065
[4]   Guidelines for the management of spontaneous intracerebral Hemorrhage in adults - 2007 update - A guideline from the American Heart Association/American Stroke Association Stroke Council, high blood pressure research council, and the quality of care and outcomes in research interdisciplinary working group - The American Academy of Neurology affirms the value of this guideline as an educational tool for neurologists. [J].
Broderick, Joseph ;
Connolly, Sander ;
Feldmann, Edward ;
Hanley, Daniel ;
Kase, Carlos ;
Krieger, Derk ;
Mayberg, Marc ;
Morgenstern, Lewis ;
Ogilvy, Christopher S. ;
Vespa, Paul ;
Zuccarello, Mario .
STROKE, 2007, 38 (06) :2001-2023
[5]   Guidelines for the management of spontaneous intracerebral hemorrhage - A statement for healthcare professionals from a special writing group of the Stroke Council, American Heart Association [J].
Broderick, JP ;
Adams, HP ;
Barsan, W ;
Feinberg, W ;
Feldmann, E ;
Grotta, J ;
Kase, C ;
Krieger, D ;
Mayberg, M ;
Tilley, B ;
Zabramski, JM ;
Zuccarello, M .
STROKE, 1999, 30 (04) :905-915
[6]   VOLUME OF INTRACEREBRAL HEMORRHAGE - A POWERFUL AND EASY-TO-USE PREDICTOR OF 30-DAY MORTALITY [J].
BRODERICK, JP ;
BROTT, TG ;
DULDNER, JE ;
TOMSICK, T ;
HUSTER, G .
STROKE, 1993, 24 (07) :987-993
[7]   MEASUREMENTS OF ACUTE CEREBRAL INFARCTION - LESION SIZE BY COMPUTED-TOMOGRAPHY [J].
BROTT, T ;
MARLER, JR ;
OLINGER, CP ;
ADAMS, HP ;
TOMSICK, T ;
BARSAN, WG ;
BILLER, J ;
EBERLE, R ;
HERTZBERG, V ;
WALKER, M .
STROKE, 1989, 20 (07) :871-875
[8]   INTRACEREBRAL HEMORRHAGE [J].
CAPLAN, LR .
LANCET, 1992, 339 (8794) :656-658
[9]   Use of the original, modified, or new intracerebral hemorrhage score to predict mortality and morbidity after intracerebral hemorrhage [J].
Cheung, RTF ;
Zou, LY .
STROKE, 2003, 34 (07) :1717-1722
[10]  
DRAKE CG, 1988, J NEUROSURG, V68, P985