Predicting Bacterial Antibiotic Resistance using MALDI-TOF Mass Spectrometry Databases with ELM Applications

Mejías, VM; Zabala-Blanco, D.; López-Cortés XA; Tirado, F.; Manríquez-Troncoso, JM; Ahumada-Garcia, R

Keywords: Antibiotic Resistance Prediction, MALDI-, sequilibradas. Por otro lado, Extreme Learning Ma-

Abstract

Early detection of antibiotic resistance is a crucial task, especially for vulnerable patients under prolonged treatments with a single antibiotic. To solve this, machine learning approaches have been reported in the state of the art. Researchers have used MALDI-TOF MS in order to predict antibiotic resistance and/or susmented LR, LightGBM and ANN to study the anLearning Machine (ELM) is a training algorithm for

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Título según WOS: Predicting Bacterial Antibiotic Resistance using MALDI-TOF Mass Spectrometry Databases with ELM Applications
Volumen: 24
Número: 2
Fecha de publicación: 2024
Página de inicio: 88
Página final: 98
Idioma: English
DOI:

10.24215/16666038.24.e08

Notas: ISI