Artificial Intelligence in Differential Diagnostics of Meningitis: A Nationwide Study

Differential diagnosis between bacterial and viral meningitis is crucial. In our study, to differentiate bacterial vs. viral meningitis, three machine learning (ML) algorithms (multiple logistic regression (MLR), random forest (RF), and naïve-Bayes (NB)) were applied for the two age groups (0–14 and...

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Bibliographic Details
Main Authors: Alexios-Fotios A. A. Mentis, Irene Garcia, Juan Jiménez, Maria Paparoupa, Athanasia Xirogianni, Anastasia Papandreou, Georgina Tzanakaki
Format: Article
Language:English
Published: MDPI AG 2021-03-01
Series:Diagnostics
Subjects:
n/a
Online Access:https://www.mdpi.com/2075-4418/11/4/602