Keyphrases
MALDI-TOF
100%
Preprocessing Techniques
100%
Accurate Identification
100%
Time-of-flight Mass Spectrum
100%
Multidrug-resistant Pathogens
100%
Antibiotic Resistance
75%
Matrix-assisted Laser Desorption Ionization-time of Flight Mass Spectrometry (MALDI-TOF MS)
50%
Mass Spectrometry
50%
Ensemble Methods
50%
Group B Streptococcus
50%
Enterococcus Faecium
50%
Prediction Model
25%
Logistic Regression
25%
Feature Selection
25%
Support Vector Machine
25%
Microorganisms
25%
Performance Prediction
25%
Tertiary Care Hospital
25%
Information Integration
25%
Independent Testing
25%
Two-branch
25%
Random Forest
25%
Spectral Data
25%
Acinetobacter Baumannii (A. baumannii)
25%
Resistance Mechanisms
25%
Baumannii
25%
Continuous Wavelet Transform
25%
Random Forest Regression
25%
Nave Bayes Classifier
25%
Machine Learning Classifiers
25%
Acinetobacter Nosocomialis
25%
Biochemistry, Genetics and Molecular Biology
Infectious Agent
100%
Antibiotic Resistance
100%
Matrix-Assisted Laser Desorption/Ionization
100%
Mass Spectrometry
66%
Random Forest
66%
Time-of-Flight Mass Spectrometry
66%
Streptococcus Agalactiae
66%
Support Vector Machine
33%
Microorganism
33%
Acinetobacter Baumannii
33%
Acinetobacter
33%
Enterococcus faecium
33%
Feature Extraction
33%
Agricultural and Biological Sciences
Matrix-Assisted Laser Desorption/Ionization
100%
Antimicrobial Resistance
100%
Mass Spectrometry
66%
Time-of-Flight Mass Spectrometry
66%
Streptococcus Agalactiae
66%
Acinetobacter
66%
Support Vector Machine
33%
Branches
33%
Microorganism
33%
Resistance Mechanisms
33%
Enterococcus faecium
33%
Chemistry
Matrix-Assisted Laser Desorption-Ionization
100%
Statistical Ensemble
100%
Antibiotic Resistance
75%
Matrix Assisted Laser Desorption Ionization - Time of Flight (MALDI-TOF)
50%
Mass Spectrometry
50%
Chemical Engineering
Desorption
100%
Mass Spectrometry
100%
Learning System
25%
Support Vector Machine
25%