TY - GEN AU - Mentis, Alexios-Fotios A AU - Garcia, Irene AU - Jimenez, Juan AU - Paparoupa, Maria AU - Xirogianni, Athanasia AU - Papandreou, Anastasia AU - Tzanakaki, Georgina PY - 2021 DO - 10.3390/diagnostics11040602 UR - https://hdl.handle.net/20.500.12105/23243 AB - 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 naive-Bayes... LA - eng PB - Multidisciplinary Digital Publishing Institute (MDPI) KW - Meningitis KW - Bacterial infection KW - Viral infection KW - Neutrophil-to-lymphocyte ratio KW - Artificial intelligence KW - Machine learning TI - Artificial Intelligence in Differential Diagnostics of Meningitis: A Nationwide Study TY - research article ER -