CrossRef Text and Data Mining
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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
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
Healthc Inform Res. 2021;27(3):214-221.   Published online July 31, 2021
DOI: https://doi.org/10.4258/hir.2021.27.3.214

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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
Healthcare Informatics Research. 2021;27(3):214-221   Crossref logo
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Using machine learning to predict antibiotic resistance to support optimal empiric treatment of urinary tract infections
Antimicrobial Stewardship & Healthcare Epidemiology. 2022;2(S1):s69-s69   Crossref logo
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A1.32 Bacterial spectrum and antibiotic resistance of uropathogens in hospitalized urological patients with urinary tract infections (1994–2004) and consequences for empiric antibiotic therapy
International Journal of Antimicrobial Agents. 2005;26:S75-S76   Crossref logo
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Multi-Level Driver Workload Prediction using Machine Learning and Off-the-Shelf Sensors
Transportation Research Record: Journal of the Transportation Research Board. 2018;2672(37):141-152   Crossref logo
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Antimicrobial resistance: improving antibiotic stewardship by multi-disciplinary learning
JAC-Antimicrobial Resistance. 2019;1(2):   Crossref logo
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Machine learning techniques
Practical Machine Learning for Data Analysis Using Python. 2020;91-202   Crossref logo
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Preface
Practical Guide for Biomedical Signals Analysis Using Machine Learning Techniques. 2019;ix   Crossref logo
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Copyright
Practical Guide for Biomedical Signals Analysis Using Machine Learning Techniques. 2019;iv   Crossref logo
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Early prediction of carbapenem-resistant Gram-negative bacterial carriage in intensive care units using machine learning
Journal of Global Antimicrobial Resistance. 2022;29:225-231   Crossref logo
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Handwritten Signature Biometric Data Analysis for Personality Prediction System Using Machine Learning Techniques
Transactions on Machine Learning and Artificial Intelligence. 2021;9(5):1-22   Crossref logo
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