Zobrazeno 1 - 10 of 10 pro vyhledávání: '"Sophia, Michelidou"'
1
Akademický článek
Machine Learning for Antibiotic Resistance Prediction: A Prototype Using Off-the-Shelf Techniques and Entry-Level Data to Guide Empiric Antimicrobial Therapy
Autor: Georgios Feretzakis, Aikaterini Sakagianni, Evangelos Loupelis, Dimitris Kalles, Nikoletta Skarmoutsou, Maria Martsoukou, Constantinos Christopoulos, Malvina Lada, Stavroula Petropoulou, Aikaterini Velentza, Sophia Michelidou, Rea Chatzikyriakou, Evangelos Dimitrellos
Publikováno v: Healthcare Informatics Research, Vol 27, Iss 3, Pp 214-221 (2021)
Objectives In the era of increasing antimicrobial resistance, the need for early identification and prompt treatment of multi-drug-resistant infections is crucial for achieving favorable outcomes in critically ill patients. As traditional microbiolog
Externí odkaz: https://doaj.org/article/69e37265825144d98da635e8156ef042
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2
Akademický článek
Using Machine Learning Techniques to Aid Empirical Antibiotic Therapy Decisions in the Intensive Care Unit of a General Hospital in Greece
Autor: Georgios Feretzakis, Evangelos Loupelis, Aikaterini Sakagianni, Dimitris Kalles, Maria Martsoukou, Malvina Lada, Nikoletta Skarmoutsou, Constantinos Christopoulos, Konstantinos Valakis, Aikaterini Velentza, Stavroula Petropoulou, Sophia Michelidou, Konstantinos Alexiou
Publikováno v: Antibiotics, Vol 9, Iss 2, p 50 (2020)
Hospital-acquired infections, particularly in the critical care setting, have become increasingly common during the last decade, with Gram-negative bacterial infections presenting the highest incidence among them. Multi-drug-resistant (MDR) Gram-nega
Externí odkaz: https://doaj.org/article/198d399c94bd47cc8e0da0510960dafa
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3
Machine Learning for Antibiotic Resistance Prediction: A Prototype Using Off-the-Shelf Techniques and Entry-Level Data to Guide Empiric Antimicrobial Therapy
Autor: Evangelos Loupelis, Rea Chatzikyriakou, Evangelos Dimitrellos, Aikaterini Sakagianni, Georgios Feretzakis, Malvina Lada, Stavroula Petropoulou, Dimitris Kalles, Constantinos Christopoulos, Nikoletta Skarmoutsou, Sophia Michelidou, Aikaterini Velentza, Maria Martsoukou
Publikováno v: Healthcare Informatics Research, Vol 27, Iss 3, Pp 214-221 (2021)
Healthcare Informatics Research
Objectives: In the era of increasing antimicrobial resistance, the need for early identification and prompt treatment of multi-drug-resistant infections is crucial for achieving favorable outcomes in critically ill patients. As traditional microbiolo
Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::4adb21ca9273abf0988354e64fd6a4aa
https://doi.org/10.4258/hir.2021.27.3.214
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4
Akademický článek
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
Autor: Georgios Feretzakis, Evangelos Loupelis, Aikaterini Sakagianni, Nikoletta Skarmoutsou, Sophia Michelidou, Aikaterini Velentza, Maria Martsoukou, Konstantinos Valakis, Stavroula Petropoulou, Emmanouil Koutalas
Publikováno v: Antibiotics, Vol 8, Iss 2, p 62 (2019)
Hospital-acquired infections, particularly in the critical care setting, are becoming increasingly common during the last decade, with Gram-negative bacterial infections presenting the highest incidence among them. Multi-drug-resistant (MDR) Gram-neg
Externí odkaz: https://doaj.org/article/2b1696de5a444a6db51cfcf9af362d96
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7
Using Machine Learning Algorithms to Predict Antimicrobial Resistance and Assist Empirical Treatment
Autor: Georgios, Feretzakis, Evangelos, Loupelis, Aikaterini, Sakagianni, Dimitris, Kalles, Malvina, Lada, Constantinos, Christopoulos, Evangelos, Dimitrellos, Maria, Martsoukou, Nikoleta, Skarmoutsou, Stavroula, Petropoulou, Konstantinos, Alexiou, Aikaterini, Velentza, Sophia, Michelidou, Konstantinos, Valakis
Publikováno v: Studies in health technology and informatics. 272
Multi-drug-resistant (MDR) infections and their devastating consequences constitute a global problem and a constant threat to public health with immense costs for their treatment. Early identification of the pathogen and its antibiotic resistance pro
Externí odkaz: https://explore.openaire.eu/search/publication?articleId=pmid________::f8791d8228a3f404dbf3779b73bd101a
https://pubmed.ncbi.nlm.nih.gov/32604604
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8
Using Machine Learning Techniques to Aid Empirical Antibiotic Therapy Decisions in the Intensive Care Unit of a General Hospital in Greece
Autor: Aikaterini Velentza, Constantinos Christopoulos, Evangelos Loupelis, Sophia Michelidou, Konstantinos Valakis, Konstantinos Alexiou, Stavroula Petropoulou, Aikaterini Sakagianni, Maria Martsoukou, Georgios Feretzakis, Dimitris Kalles, Malvina Lada, Nikoletta Skarmoutsou
Publikováno v: Antibiotics
Volume 9
Issue 2
Antibiotics, Vol 9, Iss 2, p 50 (2020)
Hospital-acquired infections, particularly in the critical care setting, have become increasingly common during the last decade, with Gram-negative bacterial infections presenting the highest incidence among them. Multi-drug-resistant (MDR) Gram-nega
Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::51ead1502a1e3ac8b9364e0335105822
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9
Using Microbiological Data Analysis to Tackle Antibiotic Resistance of Klebsiella Pneumoniae
Autor: Georgios, Feretzakis, Evangelos, Loupelis, Stavroula, Petropoulou, Constantinos, Christopoulos, Malvina, Lada, Maria, Martsoukou, Nikoleta, Skarmoutsou, Katerina, Sakagianni, Sophia, Michelidou, Katerina, Velentza, Konstantinos, Valakis, Emmanouil, Koutalas
Publikováno v: Studies in health technology and informatics. 262
Optimal antibiotic use for the treatment of nosocomial infections plays a central role in the effort to control the rapidly increasing prevalence of multidrug-resistant bacteria. Antibiotic selection should be based on accurate knowledge of local sus
Externí odkaz: https://explore.openaire.eu/search/publication?articleId=pmid________::e9f05aa26ca81eed45ded8a035b46cfc
https://pubmed.ncbi.nlm.nih.gov/31349296
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10
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
Autor: Evangelos Loupelis, Stavroula Petropoulou, Sophia Michelidou, Georgios Feretzakis, Maria Martsoukou, Aikaterini Velentza, Aikaterini Sakagianni, Nikoletta Skarmoutsou, Konstantinos Valakis, Emmanouil Koutalas
Publikováno v: Antibiotics
Volume 8
Issue 2
Antibiotics, Vol 8, Iss 2, p 62 (2019)
Hospital-acquired infections, particularly in the critical care setting, are becoming increasingly common during the last decade, with Gram-negative bacterial infections presenting the highest incidence among them. Multi-drug-resistant (MDR) Gram-neg
Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::61039a0ff05cbf16ea54e5bf4dd65029
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