Machine learning based prediction models for the prognosis of COVID-19 patients with DKA

Machine learning based prediction models for the prognosis of COVID-19 patients with DKA

Abstract Patients with Diabetic ketoacidosis (DKA) have increased critical illness and mortality during coronavirus diseases 2019 (COVID-19). The aim of our study was to develop a predictive model for the occurrence of critical illness and mortality in COVID-19 patients with DKA utilizing machine le...

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Bibliographic Details
Main Authors: Zhongyuan Xiang, Jingyi Hu, Shengfang Bu, Jin Ding, Xi Chen, Ziyang Li
Format: Article
Language:English
Published: Nature Portfolio 2025-01-01
Series:Scientific Reports
Subjects:
COVID-19
Diabetes
Ketoacidosis
Prediction
Machine learning
Online Access:https://doi.org/10.1038/s41598-025-85357-9
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