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Year Number of Results
2019 3
2020 4
2021 3
2022 4
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14 results
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Using Machine Learning to Predict Antimicrobial Resistance of Acinetobacter Baumannii, Klebsiella Pneumoniae and Pseudomonas Aeruginosa Strains.
Feretzakis G, Sakagianni A, Loupelis E, Kalles D, Martsoukou M, Skarmoutsou N, Christopoulos C, Lada M, Velentza A, Petropoulou S, Michelidou S, Kaldis V, Chatzikyriakou R, Dalainas I, Dimitrellos E. Feretzakis G, et al. Among authors: kalles d. Stud Health Technol Inform. 2021 May 27;281:43-47. doi: 10.3233/SHTI210117. Stud Health Technol Inform. 2021. PMID: 34042702
Hiding Decision Tree Rules in Medical Data: A Case Study.
Feretzakis G, Kalles D, Verykios VS. Feretzakis G, et al. Among authors: kalles d. Stud Health Technol Inform. 2019 Jul 4;262:368-371. doi: 10.3233/SHTI190095. Stud Health Technol Inform. 2019. PMID: 31349344
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: kalles d. 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.
Prediction of Hospitalization Using Machine Learning for Emergency Department Patients.
Feretzakis G, Sakagianni A, Loupelis E, Kalles D, Panteris V, Tzelves L, Chatzikyriakou R, Trakas N, Kolokytha S, Batiani P, Rakopoulou Z, Tika A, Petropoulou S, Dalainas I, Kaldis V. Feretzakis G, et al. Among authors: kalles d. Stud Health Technol Inform. 2022 May 25;294:145-146. doi: 10.3233/SHTI220422. Stud Health Technol Inform. 2022. PMID: 35612042
Using Minimum Local Distortion to Hide Decision Tree Rules.
Feretzakis G, Kalles D, Verykios VS. Feretzakis G, et al. Among authors: kalles d. Entropy (Basel). 2019 Mar 28;21(4):334. doi: 10.3390/e21040334. Entropy (Basel). 2019. PMID: 33267048 Free PMC article.
Using Machine Learning Techniques to Aid Empirical Antibiotic Therapy Decisions in the Intensive Care Unit of a General Hospital in Greece.
Feretzakis G, Loupelis E, Sakagianni A, Kalles D, Martsoukou M, Lada M, Skarmoutsou N, Christopoulos C, Valakis K, Velentza A, Petropoulou S, Michelidou S, Alexiou K. Feretzakis G, et al. Among authors: kalles d. Antibiotics (Basel). 2020 Jan 31;9(2):50. doi: 10.3390/antibiotics9020050. Antibiotics (Basel). 2020. PMID: 32023854 Free PMC article.
14 results