The 30-days hospital readmission risk in diabetic patients: predictive modeling with machine learning classifiers

The 30-days hospital readmission risk in diabetic patients: predictive modeling with machine learning classifiers

Abstract Background and objectives Diabetes mellitus is a major chronic disease that results in readmissions due to poor disease control. Here we established and compared machine learning (ML)-based readmission prediction methods to predict readmission risks of diabetic patients. Methods The dataset...

Full description

Bibliographic Details
Main Authors: Yujuan Shang, Kui Jiang, Lei Wang, Zheqing Zhang, Siwei Zhou, Yun Liu, Jiancheng Dong, Huiqun Wu
Format: Article
Language:English
Published: BMC 2021-07-01
Series:BMC Medical Informatics and Decision Making
Subjects:
Prediction model
Readmission
Diabetes
Machine learning
Online Access:https://doi.org/10.1186/s12911-021-01423-y

Internet

https://doi.org/10.1186/s12911-021-01423-y

Similar Items