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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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Bibliografiske detaljer
Udgivet i:Diagnostics (Basel)
Main Authors: Mentis, Alexios-Fotios A., Garcia, Irene, Jiménez, Juan, Paparoupa, Maria, Xirogianni, Athanasia, Papandreou, Anastasia, Tzanakaki, Georgina
Format: Artigo
Sprog:Inglês
Udgivet: MDPI 2021
Fag:
Online adgang:https://ncbi.nlm.nih.gov/pmc/articles/PMC8065596/
https://ncbi.nlm.nih.gov/pubmed/33800653
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.3390/diagnostics11040602
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