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Using Machine Learning to Predict Antimicrobial Resistance of Acinetobacter Baumannii, Klebsiella Pneumoniae and Pseudomonas Aeruginosa Strains.
Stud Health Technol Inform. 2021 May 27;281:43-47. doi: 10.3233/SHTI210117.
Stud Health Technol Inform. 2021.
PMID: 34042702
Using Machine Learning Algorithms to Predict Antimicrobial Resistance and Assist Empirical Treatment.
Feretzakis G, Loupelis E, Sakagianni A, Kalles D, Lada M, Christopoulos C, Dimitrellos E, Martsoukou M, Skarmoutsou N, Petropoulou S, Alexiou K, Velentza A, Michelidou S, Valakis K.
Feretzakis G, et al. Among authors: dimitrellos e.
Stud Health Technol Inform. 2020 Jun 26;272:75-78. doi: 10.3233/SHTI200497.
Stud Health Technol Inform. 2020.
PMID: 32604604
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Machine Learning for Antibiotic Resistance Prediction: A Prototype Using Off-the-Shelf Techniques and Entry-Level Data to Guide Empiric Antimicrobial Therapy.
Feretzakis G, Sakagianni A, Loupelis E, Kalles D, Skarmoutsou N, Martsoukou M, Christopoulos C, Lada M, Petropoulou S, Velentza A, Michelidou S, Chatzikyriakou R, Dimitrellos E.
Feretzakis G, et al. Among authors: dimitrellos e.
Healthc Inform Res. 2021 Jul;27(3):214-221. doi: 10.4258/hir.2021.27.3.214. Epub 2021 Jul 31.
Healthc Inform Res. 2021.
PMID: 34384203
Free PMC article.
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