Antibiotic resistance diagnosis in ESKAPE pathogens—a review on proteomic perspective
Antibiotic resistance has emerged as an imminent pandemic. Rapid diagnostic assays
distinguish bacterial infections from other diseases and aid antimicrobial stewardship …
distinguish bacterial infections from other diseases and aid antimicrobial stewardship …
MALDI-TOF mass spectrometry technology as a tool for the rapid diagnosis of antimicrobial resistance in bacteria
EJ Yoon, SH Jeong - Antibiotics, 2021 - mdpi.com
Species identification by using matrix-assisted laser desorption/ionization time-of-flight mass
spectrometry (MALDI-TOF MS) is a routine diagnostic process for infectious diseases in …
spectrometry (MALDI-TOF MS) is a routine diagnostic process for infectious diseases in …
Direct antimicrobial resistance prediction from clinical MALDI-TOF mass spectra using machine learning
Early use of effective antimicrobial treatments is critical for the outcome of infections and the
prevention of treatment resistance. Antimicrobial resistance testing enables the selection of …
prevention of treatment resistance. Antimicrobial resistance testing enables the selection of …
Rapid identification of methicillin-resistant Staphylococcus aureus using MALDI-TOF MS and machine learning from over 20,000 clinical isolates
Rapidly identifying methicillin-resistant Staphylococcus aureus (MRSA) with high integration
in the current workflow is critical in clinical practices. We proposed a matrix-assisted laser …
in the current workflow is critical in clinical practices. We proposed a matrix-assisted laser …
Rapid identification of carbapenem-resistant Klebsiella pneumoniae based on matrix-assisted laser desorption ionization time-of-flight mass spectrometry and an …
YM Zhang, MF Tsao, CY Chang, KT Lin… - Journal of Biomedical …, 2023 - Springer
Abstract Background Carbapenem-resistant Klebsiella pneumoniae (CRKP) is a clinically
critical pathogen that causes severe infection. Due to improper antibiotic administration, the …
critical pathogen that causes severe infection. Due to improper antibiotic administration, the …
Efficiently Predicting Vancomycin Resistance of Enterococcus Faecium From MALDI-TOF MS Spectra Using a Deep Learning-Based Approach
Matrix-assisted laser desorption ionization time-of-flight (MALDI-TOF) mass spectrometry
(MS) has recently become a useful analytical approach for microbial identification. The …
(MS) has recently become a useful analytical approach for microbial identification. The …
Identifying anti-coronavirus peptides by incorporating different negative datasets and imbalanced learning strategies
As the current worldwide outbreaks of the SARS-CoV-2, it is urgently needed to develop
effective therapeutic agents for inhibiting the pathogens or treating the related diseases …
effective therapeutic agents for inhibiting the pathogens or treating the related diseases …
[HTML][HTML] Energy efficiency of inference algorithms for clinical laboratory data sets: Green artificial intelligence study
Background The use of artificial intelligence (AI) in the medical domain has attracted
considerable research interest. Inference applications in the medical domain require energy …
considerable research interest. Inference applications in the medical domain require energy …
Cas12a/Guide RNA-based platforms for rapidly and accurately identifying Staphylococcus aureus and methicillin-resistant S. aureus
X Cao, Y Chang, C Tao, S Chen, Q Lin… - Microbiology …, 2023 - Am Soc Microbiol
In order to ensure the prevention and control of methicillin-resistant Staphylococcus aureus
(MRSA) infection, rapid and accurate detection of pathogens and their resistance …
(MRSA) infection, rapid and accurate detection of pathogens and their resistance …
Using Protein Fingerprinting for Identifying and Discriminating Methicillin Resistant Staphylococcus aureus Isolates from Inpatient and Outpatient Clinics
In hospitals and other clinical settings, Methicillin-resistant Staphylococcus aureus (MRSA)
is a particularly dangerous pathogen that can cause serious or even fatal infections. Thus …
is a particularly dangerous pathogen that can cause serious or even fatal infections. Thus …