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用Logistic回归分析评价肝癌筛检模式
引用本文:周小平,茆玉顺,陈启光,陈建国. 用Logistic回归分析评价肝癌筛检模式[J]. 东南大学学报(医学版), 2002, 21(4): 273-276
作者姓名:周小平  茆玉顺  陈启光  陈建国
作者单位:1. 江苏省妇幼卫生保健中心,江苏,南京,210036
2. 东南大学公共卫生学院,流行病学与卫生统计学系,江苏,南京,210009
3. 启东肝癌防治研究所,江苏,启东,226200
基金项目:国家自然科学基金资助项目(39170699)。
摘    要:
目的:评价肝癌高危人群周期性筛检模式的效益。方法:将筛检史变量应用因子模型中主成分法转化成彼此独立的综合指标,然后用Logistic回归模型分析综合指标对肝癌病例生存期的影响。结果:3个综合指标均进入Logistic回归模型。结论:该筛检模式可以比临床提早发现病例,这些病例如得到及时治疗,其生存期有望延长。

关 键 词:Logistic回归分析 肝癌 筛检模式 生存期 因子分析
文章编号:1671-6264(2002)04-0273-04
修稿时间:2002-07-08

Screening primary hepatic carcinoma using Logistic regression model
ZHOU Xiao-ping ,MAO Yu-shun ,CHEN Qi-guang ,CHEN Jian-guo. Screening primary hepatic carcinoma using Logistic regression model[J]. Journal of Southeast Univ: Medical Sci Ed, 2002, 21(4): 273-276
Authors:ZHOU Xiao-ping   MAO Yu-shun   CHEN Qi-guang   CHEN Jian-guo
Affiliation:ZHOU Xiao-ping 1,MAO Yu-shun 1,CHEN Qi-guang 2,CHEN Jian-guo 3
Abstract:
Objective To evaluate the benefit of periodic screening mode in high-risk population of primary hepatic carcinoma.Method First,using of the screening data of high-risk live cancerous population,the variables of screening history were transformed into synthetic indexes which were independent each other when using principal component methods in factor analysis model;Then,the effect of synthetic indexes and liver function index on survival time was analysised with Logistic model.Result All of the three synthetic indexes entered the Logistic regression model.Conclusion The screening mode can find cases ahead of the clinic.If these cases have received treatment timely,it is hopeful to prolong their survival time.
Keywords:liver cancer  screening  survival time  factor analysis  Logistic regression
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