Predictive modeling for COVID-19 readmission risk using machine learning algorithms

Predictive modeling for COVID-19 readmission risk using machine learning algorithms

Abstract Introduction The COVID-19 pandemic overwhelmed healthcare systems with severe shortages in hospital resources such as ICU beds, specialized doctors, and respiratory ventilators. In this situation, reducing COVID-19 readmissions could potentially maintain hospital capacity. By employing mach...

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Bibliographic Details
Main Authors: Mostafa Shanbehzadeh, Azita Yazdani, Mohsen Shafiee, Hadi Kazemi-Arpanahi
Format: Article
Language:English
Published: BMC 2022-05-01
Series:BMC Medical Informatics and Decision Making
Subjects:
COVID-19
Machine learning
Data mining
Patient readmission
Online Access:https://doi.org/10.1186/s12911-022-01880-z

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