The correlation influence factors analysis in the initial dosage of insulin therapy of diabetes

Author

Li Rui-ge ; Wan Bing-rong

Author_Institution

Dept. of Appl. Math., Nanyang Inst. of Technol., Nanyang, China

fYear

2011

fDate

15-17 July 2011

Firstpage

774

Lastpage

777

Abstract

In this paper, based on the raw data from the patients in hospital, data are analyzed with the correlation analysis, multiple regression analysis, stepwise regression and so on. the correlation relationship between the initial insulin dosage of diabetes patients and sexuality, age, body high, weight, diet intake, amount of exercise, blood sugar, urine glucose, urine protein, blood creatinine, concurrent infection et al. are studied, and by stepwise regression analysis, and the relation formulate between Insulin dosage and its key influence factors: blood sugar and urine protein are derived, which may give some guide to clinical medical treatment.

Keywords

biochemistry; blood; correlation methods; diseases; molecular biophysics; patient treatment; proteins; regression analysis; blood creatinine; blood sugar; clinical medical treatment; concurrent infection; correlation analysis; correlation influence factor analysis; diabetes patients; insulin dosage; insulin therapy; multiple regression analysis; stepwise regression analysis; urine glucose; urine protein; Correlation; Diabetes; Equations; Insulin; Mathematical model; Proteins; Regression analysis; Insulin dosage; blood sugar; collinearity; correlation analysis; diabetes mellitus; hypothesis testing; multiple regression analysis; stepwise regression; urine protein;

fLanguage

English

Publisher

ieee

Conference_Titel

Mechanic Automation and Control Engineering (MACE), 2011 Second International Conference on

Conference_Location

Hohhot

Print_ISBN

978-1-4244-9436-1

Type

conf

DOI

10.1109/MACE.2011.5987042

Filename

5987042