AI Models for Predicting Readmission of Pneumonia Patients within 30 Days after Discharge

AI Models for Predicting Readmission of Pneumonia Patients within 30 Days after Discharge

A model with capability for precisely predicting readmission is a target being pursued worldwide. The objective of this study is to design predictive models using artificial intelligence methods and data retrieved from the National Health Insurance Research Database of Taiwan for identifying high-ri...

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Bibliographic Details
Main Authors: Jiin-Chyr Hsu, Fu-Hsing Wu, Hsuan-Hung Lin, Dah-Jye Lee, Yung-Fu Chen, Chih-Sheng Lin
Format: Article
Language:English
Published: MDPI AG 2022-02-01
Series:Electronics
Subjects:
pneumonia readmission
imbalanced dataset
integrated genetic algorithm and support vector machine (IGS)
logistic regression (LR)
deep neural network (DNN)
Online Access:https://www.mdpi.com/2079-9292/11/5/673

Internet

https://www.mdpi.com/2079-9292/11/5/673

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