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
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| Título según WOS: | Predicting Bacterial Antibiotic Resistance using MALDI-TOF Mass Spectrometry Databases with ELM Applications |
| Título de la Revista: | JOURNAL OF COMPUTER SCIENCE & TECHNOLOGY |
| Volumen: | 24 |
| Número: | 2 |
| Editorial: | UNIV NAC LA PLATA, FAC INFORMATICA |
| Fecha de publicación: | 2024 |
| Página de inicio: | 88 |
| Página final: | 98 |
| Idioma: | English |
| DOI: |
10.24215/16666038.24.e08 |
| Notas: | ISI |