Performance of advanced machine learning algorithms overlogistic regression in predicting hospital readmissions: A meta-analysis

Performance of advanced machine learning algorithms overlogistic regression in predicting hospital readmissions: A meta-analysis

Objectives: Machine learning algorithms are being increasingly used for predicting hospital readmissions. This meta-analysis evaluated the performance of logistic regression (LR) and machine learning (ML) models for the prediction of 30-day hospital readmission among patients in the US. Methods: Ele...

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Bibliographic Details
Main Authors: Ashna Talwar, Maria A. Lopez-Olivo, Yinan Huang, Lin Ying, Rajender R. Aparasu
Format: Article
Language:English
Published: Elsevier 2023-09-01
Series:Exploratory Research in Clinical and Social Pharmacy
Subjects:
Readmission
Machine learning
Logistic regression
Deep learning
Prediction
Neuron network
Online Access:http://www.sciencedirect.com/science/article/pii/S2667276623000987

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http://www.sciencedirect.com/science/article/pii/S2667276623000987

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