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2019 3
2020 4
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Page 1
Hiding Decision Tree Rules in Medical Data: A Case Study.
Feretzakis G, Kalles D, Verykios VS. Feretzakis G, et al. Stud Health Technol Inform. 2019 Jul 4;262:368-371. doi: 10.3233/SHTI190095. Stud Health Technol Inform. 2019. PMID: 31349344
Using Microbiological Data Analysis to Tackle Antibiotic Resistance of Klebsiella Pneumoniae.
Feretzakis G, Loupelis E, Petropoulou S, Christopoulos C, Lada M, Martsoukou M, Skarmoutsou N, Sakagianni K, Michelidou S, Velentza K, Valakis K, Koutalas E. Feretzakis G, et al. Stud Health Technol Inform. 2019 Jul 4;262:180-183. doi: 10.3233/SHTI190047. Stud Health Technol Inform. 2019. PMID: 31349296
A 2-Year Single-Centre Audit on Antibiotic Resistance of Pseudomonas aeruginosa, Acinetobacter baumannii and Klebsiella pneumoniae Strains from an Intensive Care Unit and Other Wards in a General Public Hospital in Greece.
Feretzakis G, Loupelis E, Sakagianni A, Skarmoutsou N, Michelidou S, Velentza A, Martsoukou M, Valakis K, Petropoulou S, Koutalas E. Feretzakis G, et al. Antibiotics (Basel). 2019 May 15;8(2):62. doi: 10.3390/antibiotics8020062. Antibiotics (Basel). 2019. PMID: 31096587 Free PMC article.
Setting up an Easy-to-Use Machine Learning Pipeline for Medical Decision Support: A Case Study for COVID-19 Diagnosis Based on Deep Learning with CT Scans.
Sakagianni A, Feretzakis G, Kalles D, Koufopoulou C, Kaldis V. Sakagianni A, et al. Among authors: feretzakis g. Stud Health Technol Inform. 2020 Jun 26;272:13-16. doi: 10.3233/SHTI200481. Stud Health Technol Inform. 2020. PMID: 32604588
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. Antibiotics (Basel). 2020 Jan 31;9(2):50. doi: 10.3390/antibiotics9020050. Antibiotics (Basel). 2020. PMID: 32023854 Free PMC article.
Local Distortion Hiding Algorithm in Medical Data: A Case Study Using CART.
Feretzakis G, Kalles D, Verykios VS. Feretzakis G, et al. Stud Health Technol Inform. 2020 Jun 26;272:99-102. doi: 10.3233/SHTI200503. Stud Health Technol Inform. 2020. PMID: 32604610
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. 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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