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