Rapid determination of colistin resistance in Klebsiella pneumoniae by MALDI-TOF peak based machine learning algorithm with MATLAB

To date, limited data exist on demonstrating the usefulness of machine learning (ML) algorithms applied to MALDI-TOF in determining colistin resistance among Klebsiella pneumoniae. We aimed to detect colistin resistance in K. pneumoniae using MATLAB on MALDI-TOF database. A total of 260 K. pneumonia...

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Veröffentlicht in:	Diagnostic microbiology and infectious disease 2023-12, Vol.107 (4), p.116052-116052, Article 116052
Hauptverfasser:	Iskender, Secil, Heydarov, Saddam, Yalcin, Metin, Faydaci, Cagri, Kurt, Ozge, Surme, Serkan, Kucukbasmaci, Omer
Format:	Artikel
Sprache:	eng
Schlagworte:	Colistin resistance Klebsiella pneumoniae Machine learning MALDI-TOF MATLAB
Online-Zugang:	Volltext
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