Cluster analysis to define distinct clinical phenotypes among septic patients with bloodstream infections

Keyphrases

• Acuity 33%
• Antibiotic Administration 33%
• Bloodstream Infection 100%
• Classification Scheme 33%
• Clinical Infections 33%
• Clinical Phenotype 100%
• Clinical Presentation 33%
• Clinically Significant 33%
• Cluster Analysis 100%
• Cluster-based 33%
• Content Validity 33%
• Heterogeneous Population 33%
• Illness 33%
• Immunocompromised Patients 33%
• Infection Rate 33%
• Infection Site 33%
• Infectious Diseases 66%
• Interhospital Transfer 33%
• Jewish 33%
• Machine Learning Techniques 33%
• Microbiology 33%
• Nonfermenting Gram-negative Bacteria 33%
• Nursing Homes 33%
• Outside Hospital 33%
• Patient Characteristics 66%
• Pneumonia 66%
• Population Clustering 33%
• Predictive Validity 33%
• Rational Antibiotic Use 33%
• Septic Patients 100%
• Severity Staging 33%
• Sick 33%
• Site Characteristics 33%
• Stable Clusters 33%
• Staphylococcus Aureus 33%
• Uniform Distribution 33%
• Urinary Tract Infection 33%

Immunology and Microbiology

• Immunocompromised Patient 100%
• Microbiology 100%
• Non-Fermenting Gram-Negative Bacterium 100%
• Staphylococcus Aureus 100%
• Urinary Tract 100%

Pharmacology, Toxicology and Pharmaceutical Science

• Bloodstream Infection 100%
• Diseases 100%
• Immunocompromised Patient 33%
• Infection 66%
• Non-Fermenting Gram-Negative Bacterium 33%
• Staphylococcus Aureus 33%
• Urinary Tract Infection 33%