Adherence to insulin treatment in participants with type 2 diabetes: Comparison of logistic regression and conditional tree and forests to determine the effective factors
<strong>Objective:</strong> Type 2 diabetes is the most prevalent chronic disease in the world. Timely and appropriate control can significantly reduce the burdens and costs of this disease. Although insulin injection is the most efficient method to control type 2 diabetes, patients avoi...
Main Authors: | Alireza Mirahmadizadeh, Sadaf Sahraian, Hamed Delam, Mozhgan Seif |
---|---|
Format: | Article |
Language: | English |
Published: |
Shiraz University of Medical Sciences
2019-10-01
|
Series: | Journal of Health Sciences and Surveillance System |
Subjects: | |
Online Access: | http://jhsss.sums.ac.ir/article_46504_f945822fa2084c043410ff52e693b95f.pdf |
Similar Items
-
Factors Affecting Insulin Compliance in Patients with Type 2 Diabetes in South Iran, 2017: We Are Faced with Insulin Phobia
by: Alireza Mirahmadizadeh, et al.
Published: (2019-05-01) -
Prevalence and Incidence of Insulin Dependent Diabetes Mellitus (IDDM) in Fars province in the South of Iran, 2016-17: An Insurance Archived-Prescription-based Study
by: Sanaz Amiri, et al.
Published: (2021-04-01) -
Modeling Road Accident Severity with Comparisons of Logistic Regression, Decision Tree and Random Forest
by: Mu-Ming Chen, et al.
Published: (2020-05-01) -
Forest stand susceptibility mapping during harvesting using logistic regression and boosted regression tree machine learning models
by: Saeid Shabani, et al.
Published: (2020-06-01) -
ACIDIFICATION OF SOILS BY TREES AND FORESTS
by: Temel Sarıyıldız
Published: (2002-04-01)