Machine Learning to Assess the Risk of Multidrug-Resistant Gram-Negative Bacilli Infections in Febrile Neutropenic Hematological Patients

INTRODUCTION: We aimed to assess risk factors for multidrug-resistant Gram-negative bacilli (MDR-GNB) from a large amount of data retrieved from electronic health records (EHRs) and determine whether machine learning (ML) may be useful in assessing the risk of MDR-GNB infection at febrile neutropeni...

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Publicat a:Infect Dis Ther
Autors principals: Garcia-Vidal, Carolina, Puerta-Alcalde, Pedro, Cardozo, Celia, Orellana, Miquel A., Besanson, Gaston, Lagunas, Jaime, Marco, Francesc, Del Rio, Ana, Martínez, Jose A., Chumbita, Mariana, Garcia-Pouton, Nicole, Mensa, Josep, Rovira, Montserrat, Esteve, Jordi, Soriano, Alex
Format: Artigo
Idioma:Inglês
Publicat: Springer Healthcare 2021
Matèries:
Original Research
Accés en línia:https://ncbi.nlm.nih.gov/pmc/articles/PMC8116385/
https://ncbi.nlm.nih.gov/pubmed/33860912
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1007/s40121-021-00438-2
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