Application of the Decision Tree in Differential Diagnosis of Primary Hepatocelluar Carcinoma
10.3969/j.issn.1673-6036.2015.09.013
- VernacularTitle:决策树在原发性肝癌鉴别诊断中的应用
- Author:
Xiangdong SUN
;
Changzheng DONG
;
Xiaoyan CHEN
;
Ling TANG
;
Kan WANG
- Publication Type:Journal Article
- Keywords:
Decision tree;
Primary Hepatocellular Carcinoma ( PHC);
Discriminant rules;
Differential diagnosis
- From:
Journal of Medical Informatics
2015;(9):56-59
- CountryChina
- Language:Chinese
-
Abstract:
〔Abstract〕 By use of the decision tree algorithm and diagnostic indexes , the paper sets up the discrimination rules to make differential diagnosis of Primary Hepatocelluar Carcinoma ( PHC) based on basic data of 95 patients with PHC and 190 patients with liver cirrhosis , in-cluding the CT diagnosis, testing results of imaging and serologic markers such as the HbsAg , AFP, CEA and AFU, sex and age, etc.As indicated by the results , the data mining technology represented by the decision tree can support the differential diagnosis of PHC .
