Machine learning and matrix-assisted laser desorption/ionization time-of-flight mass spectra for antimicrobial resistance prediction: A systematic review of recent …
XA López-Cortés, JM Manríquez-Troncoso… - … of Chromatography A, 2024 - Elsevier
Background: The use of matrix-assisted laser desorption/ionization time-of-flight mass
spectra (MALDI-TOF MS) combined with machine learning techniques has recently emerged …
spectra (MALDI-TOF MS) combined with machine learning techniques has recently emerged …
Development and validation of a quick, automated, and reproducible ATR FT-IR spectroscopy machine-learning model for Klebsiella pneumoniae typing
 Novais, AB Gonçalves, TG Ribeiro… - Journal of Clinical …, 2024 - Am Soc Microbiol
The reliability of Fourier-transform infrared (FT-IR) spectroscopy for Klebsiella pneumoniae
typing and outbreak control has been previously assessed, but issues remain in …
typing and outbreak control has been previously assessed, but issues remain in …
Integration of MALDI-TOF MS and machine learning to classify enterococci: A comparative analysis of supervised learning algorithms for species prediction
This research focused on distinguishing distinct matrix assisted laser desorption/ionization
time-of-flight mass spectrometry (MALDI-TOF MS) spectral signatures of three Enterococcus …
time-of-flight mass spectrometry (MALDI-TOF MS) spectral signatures of three Enterococcus …
Poor Sensitivity of the MALDI Biotyper® MBT Subtyping Module for Detection of Klebsiella pneumoniae Carbapenemase (KPC) in Klebsiella Species
L Cuello, J Alvarez Otero, KE Greenwood-Quaintance… - Antibiotics, 2023 - mdpi.com
Rapid detection of Klebsiella pneumoniae carbapenemase (KPC) in the Klebsiella species
is desirable. The MALDI Biotyper® MBT Subtyping Module (Bruker Daltonics) uses an …
is desirable. The MALDI Biotyper® MBT Subtyping Module (Bruker Daltonics) uses an …
Analysis of high-molecular-weight proteins using MALDI-TOF MS and machine learning for the differentiation of clinically relevant Clostridioides difficile ribotypes
A Candela, D Rodriguez-Temporal… - European Journal of …, 2024 - Springer
Purpose Clostridioides difficile is the main cause of antibiotic related diarrhea and some
ribotypes (RT), such as RT027, RT181 or RT078, are considered high risk clones. A fast and …
ribotypes (RT), such as RT027, RT181 or RT078, are considered high risk clones. A fast and …
MALDI-TOF MS-Based KPC Direct Detection from patients' positive blood culture bottles, short-term cultures, and colonies at the hospital
A Costa, R Figueroa-Espinosa, JA Martínez… - Pathogens, 2023 - mdpi.com
Carbapenemase resistance in Enterobacterales is a global public health problem and rapid
and effective methods for detecting these resistance mechanisms are needed urgently. Our …
and effective methods for detecting these resistance mechanisms are needed urgently. Our …
Use of matrix-assisted laser desorption ionization time of flight (MALDI-TOF) to detect antibiotic resistance in bacteria: A scoping review
G Viboud, H Asaro, MB Huang - American Journal of Clinical …, 2024 - academic.oup.com
Objectives Matrix-assisted laser desorption ionization time of flight (MALDI-TOF) has
revolutionized clinical microbiology laboratories, enabling the identification of …
revolutionized clinical microbiology laboratories, enabling the identification of …
[PDF][PDF] MALDI-TOF MS-Based KPC Direct Detection from Patients' Positive Blood Culture Bottles, Short-Term Cultures, and Colonies at the Hospital. Pathogens 2023 …
A Costa, R Figueroa-Espinosa, JA Martínez… - 2023 - pdfs.semanticscholar.org
Carbapenemase resistance in Enterobacterales is a global public health problem and rapid
and effective methods for detecting these resistance mechanisms are needed urgently. Our …
and effective methods for detecting these resistance mechanisms are needed urgently. Our …
Enter the Matrix: An Update on MALDI-ToF MS Advancements Through 2024
JA Fissel - Clinical Microbiology Newsletter, 2024 - Elsevier
ABSTRACT MALDI-ToF MS has become a cornerstone of the clinical microbiology
laboratory. The reliability and ease-of-use of these instruments make them a popular choice …
laboratory. The reliability and ease-of-use of these instruments make them a popular choice …
Automatic surveillance of Escherichia coli bacteriological strains within clinical settings
R Rodriguez Palomo, A Guerrero-Lopez… - bioRxiv, 2024 - biorxiv.org
Healthcare-associated infections (HAIs) are a significant concern within hospital
environments, with the World Health Organization (WHO) identifying them as a major source …
environments, with the World Health Organization (WHO) identifying them as a major source …