DocumentCode
3108822
Title
Prognostic Model for the Patients with Severe Liver Disease
Author
Wu, Wenfang ; Zhang, Jing ; Ma, Binrong ; He, Jinqiu ; Zhang, Lunli ; Zou, Chunyi ; Xin, Shaojie ; Lin, Changyan
Author_Institution
Dept. of Biol. Med. Eng., Capital Med. Univ., Beijing, China
fYear
2010
fDate
18-20 June 2010
Firstpage
1
Lastpage
5
Abstract
To analyze prognostic factors of patients with severe liver disease and develop a prognostic model for them which is fitful to the characteristics of our country. From March 2002 to June 2007, the 527 patients with severe liver disease were evaluated, the follow-up information were collected include the survival state (death/survival). The survival model was established by using COX proportional hazard model. New 400 cases were used to test and evaluate the decision capability of the model. Nine prognostic factors were extracted by using COX, the prognostic index (PI) was calculated. By statistics analyze to compare the ROC area (AUC) of this system model with CTP and MELD, this system meld is better than CTP and MELD. The developed model is fitful to the characteristics of our country where there are a lot of virus hepatitis patients, so the model is valuable in prognostic evaluation of severe liver patients and very useful to guide clinicians in selecting treatment methods in China.
Keywords
diseases; liver; patient diagnosis; patient treatment; COX proportional hazard model; China; decision capability; patients; prognostic factors; prognostic index; prognostic model; severe liver disease; survival model; treatment methods; virus hepatitis patients; Biomedical imaging; Blood; Electrostatic precipitators; Hazards; Hospitals; Liver diseases; Medical diagnostic imaging; Medical treatment; Pathogens; Statistical analysis;
fLanguage
English
Publisher
ieee
Conference_Titel
Bioinformatics and Biomedical Engineering (iCBBE), 2010 4th International Conference on
Conference_Location
Chengdu
ISSN
2151-7614
Print_ISBN
978-1-4244-4712-1
Electronic_ISBN
2151-7614
Type
conf
DOI
10.1109/ICBBE.2010.5515871
Filename
5515871
Link To Document