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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Bibliographic Details
Main Author: Ren, Yunxiao
Contributors: Heider, Dominik (Prof. Dr.) (Thesis advisor)
Format: Doctoral Thesis
Language:English
Published: Philipps-Universität Marburg 2023
Subjects:
Biowissenschaften, Biologie
Machine Learning
Antimicrobial Resistance
Data Science
antimikrobielle Resistenz
Maschinelles Lernen
Biomedicine
Life sciences
Online Access:PDF Full Text
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