Title :
Regression Analysis about Risk Factor of Short-Term Decease Related with Heart Valve Replacement
Author :
Xu, Chuanqing ; Yongxin, Deng ; Wenkai, Xiao ; Yuan, Dehui
Author_Institution :
Math. Dept., Hanshan Normal Coll., Beijing, China
Abstract :
This research mainly explores the lethal factors of patients who receive the surgery of heart valve replacement. In this research the Logistics regressive mathematical model is established on the basis of a large number of clinical data, and the relevant lethal factors in the short-term decease cases can be obtained. Through analysis and comparison of these factors, we found that the main lethal factors in the short-term decease cases are: the ASD in cardiovascular disease, PDA, the cardiac function in grade class III-IV when admission, the duration time of artery block between 61 and 90 minutes, the valvula bicuspidalis ring type being Devega, the postoperative discharging blood between 25% and 35 %, the valvula bicuspidalis leaking after surgery, namely, the patients with above symptoms will have high risks of deaths. And we also have done incomplete difference analysis to the model and test with reamer intercept method to ensure the correctness of the analysis.
Keywords :
cardiovascular system; diseases; prosthetics; regression analysis; surgery; cardiovascular disease; heart valve replacement; lethal factor; postoperative discharging blood; regression analysis; risk factor; short term disease; surgery; valvula bicuspidalis ring; Analytical models; Cardiology; Diseases; Heart; Logistics; Surgery; Valves; Incomplete Difference Analysis; Reamer Intercept Method; Regressive Analysis;
Conference_Titel :
Computational and Information Sciences (ICCIS), 2010 International Conference on
Conference_Location :
Chengdu
Print_ISBN :
978-1-4244-8814-8
Electronic_ISBN :
978-0-7695-4270-6
DOI :
10.1109/ICCIS.2010.331