Keyphrases
MS Spectra
100%
MALDI-TOF
100%
Methicillin-resistant Staphylococcus Aureus
100%
Large-scale Identification
100%
Time-of-flight MS
100%
Large-scale Investigation
100%
Machine Learning Techniques
15%
Large-scale Dataset
15%
Bin Size
15%
Taiwan
7%
Turnaround Time
7%
Staphylococcus Aureus
7%
Antibiotics
7%
Drug Resistance
7%
Well-defined
7%
Specific Peaks
7%
Area under the Receiver Operating Characteristic Curve
7%
Predictive Models
7%
Kaohsiung
7%
Binning Method
7%
Superbugs
7%
Pearson Correlation Coefficient
7%
Chang Gung Memorial Hospital
7%
Matrix-assisted Laser Desorption Ionization-time of Flight Mass Spectrometry (MALDI-TOF MS)
7%
Independent Testing
7%
Length of Hospital Stay
7%
Structured Data
7%
Random Forest Regression
7%
Forward Feature Selection
7%
Engineering
Time-of-Flight
100%
Machine Learning Method
100%
Matrix Assisted Laser Desorption Ionisation
100%
Feature Extraction
50%
Receiver Operating Characteristic
50%
Operating-Characteristic Curve
50%
Pearsons Linear Correlation Coefficient
50%
Random Forest
50%
Chemistry
Methicillin
100%
Matrix-Assisted Laser Desorption-Ionization
100%
Time-of-Flight Mass Spectrometry
100%
Area Under the Curve
7%
Matrix Assisted Laser Desorption Ionization - Time of Flight (MALDI-TOF)
7%
Physics
Machine Learning
100%
Desorption
100%
Mass Spectroscopy
50%
Correlation Coefficient
50%
Pharmacology, Toxicology and Pharmaceutical Science
Matrix-Assisted Laser Desorption/Ionization
100%
Methicillin-Resistant Staphylococcus Aureus
100%
Methicillin Susceptible Staphylococcus Aureus
62%
Antibiotics
12%
Staphylococcus Aureus
12%
Drug Resistance
12%
Material Science
Time-of-Flight Mass Spectrometry
100%
Matrix-Assisted Laser Desorption-Ionization
100%