Application of Machine Learning in the Detection of Antimicrobial Resistance

Application of Machine Learning in the Detection of Antimicrobial Resistance

Antimicrobial resistance (AMR) has become one of the significant global threats to both human and animal health, intensifying the need for rapid and precise AMR diagnostic methods. Traditional antimicrobial susceptibility testing (AST) is time-consuming, low throughput, and limited to cultivable bac...

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Detalhes bibliográficos
Autor principal: Ren, Yunxiao
Outros Autores: Heider, Dominik (Prof. Dr.) (BetreuerIn (Doktorarbeit))
Formato: Dissertation
Idioma:inglês
Publicado em: Philipps-Universität Marburg 2023
Assuntos:
Biowissenschaften, Biologie
Machine Learning
Antimicrobial Resistance
Data Science
antimikrobielle Resistenz
Maschinelles Lernen
Biomedicine
Life sciences
Acesso em linha:Texto integral em PDF
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