Cluster Analyses From the Real-World NOVELTY Study: Six Clusters Across the Asthma-COPD Spectrum

Keyphrases

• Asthma 100%
• Cluster Analysis 100%
• Chronic Obstructive Pulmonary Disease 100%
• Disease Spectrum 100%
• Observational Longitudinal Study 100%
• In(III) 33%
• Allergy 16%
• Targeted Treatment 16%
• Productive Cough 16%
• Potential Treatments 16%
• Physiological Features 16%
• Resampling 16%
• Childhood-onset 16%
• Strong Predictor 16%
• Dust 16%
• Baseline Data 16%
• Diagnostic Features 16%
• Partitioning around Medoids 16%
• Stable Clusters 16%
• Hypothesis-free 16%
• Unsupervised Random Forest 16%
• Complex Disease 16%
• Fume Exposure 16%
• Traditional Features 16%
• Molecular Potential 16%
• Molecular Endotype 16%
• Breathlessness 16%
• Pre-bronchodilator FEV1 16%
• Discriminatory Features 16%
• Complete Blood Count 16%
• Asthma Diagnosis 16%
• Dissimilarity Matrix 16%
• Consensus Clustering 16%
• Clinical Input 16%
• Cluster Membership 16%
• Ex-smoking 16%

Pharmacology, Toxicology and Pharmaceutical Science

• Asthma 100%
• Chronic Obstructive Lung Disease 100%
• Biological Marker 16%
• Disease 16%
• Dyspnea 16%
• Coughing 16%

Biochemistry, Genetics and Molecular Biology

• Cluster Analysis 100%
• Blood Cell Count 33%
• Consensus Clustering 33%
• Random Forest 33%