Keyphrases
Hospitalized Patients
100%
Antibiotic Resistance
100%
Machine Learning
100%
Electronic Medical Records
100%
Bacterial Species
60%
Bacterial Infection
40%
Antibiotics
40%
Machine Learning Algorithms
40%
Risk Factors
20%
Prediction Accuracy
20%
Empiric Antibiotics
20%
Trimethoprim-sulfamethoxazole (TMP-SMX)
20%
Gentamicin
20%
Computerized Decision Support System
20%
Variable Effect
20%
Bacterial Culture
20%
Separation Model
20%
Lasso Regression
20%
Ofloxacin
20%
Ceftazidime
20%
Imipenem
20%
Permutation Test
20%
Receiver Operating Characteristic
20%
Regression Neural Network
20%
Set Data
20%
Antibiotic Sensitivity
20%
Empirical Therapy
20%
Antibiotic Misuse
20%
Gradient Boosted Trees
20%
Explanatory Analysis
20%
Shapely Additive Explanations
20%
Biochemistry, Genetics and Molecular Biology
Antibiotic Resistance
100%
Electronic Medical Record
100%
Tree
16%
Gentamicin
16%
Bacterium Culture
16%
Ceftazidime
16%
Trimethoprim
16%
Sulfamethoxazole
16%
Imipenem
16%
Ofloxacin
16%
Pharmacology, Toxicology and Pharmaceutical Science
Antibiotic Resistance
100%
Bacterial Infection
33%
Antibiotic Agent
33%
Tree
16%
Cotrimoxazole
16%
Antibiotic Therapy
16%
Gentamicin
16%
Ofloxacin
16%
Ceftazidime
16%
Imipenem
16%
Antibiotic Misuse
16%
Neuroscience
Antibiotic Resistance
100%
Machine Learning Algorithm
33%
Neural Network
16%
Gentamicin
16%
Trimethoprim/Sulfamethoxazole
16%
Ceftazidime
16%
Antibiotic Misuse
16%
Imipenem
16%
Ofloxacin
16%
Immunology and Microbiology
Antimicrobial Resistance
100%
Electronic Medical Record
100%
Tree
16%
Bacterium Culture
16%
Antibiotic Misuse
16%