| BALSAM | Breath AnaLysis viSualizAtion Metabolite discovery |
| COPD | Chronic Obstructive Pulmonary Disease |
| DBSCAN | Density-Based Spatial Clustering of Applications with Noise |
| FDR | False Discovery Rate |
| GC-MS | Gas Chromatography-Mass Spectrometry |
| IMS | Ion-Mobility-Spectrometry |
| IRM | Inverse Reduced ion Mobility |
| LC-MS | Liquid Chromatography-Mass Spectrometry |
| MCC | Multi-Capillary-Column |
| RFC | Random Forest Classifier |
| RIP | Reactant Ion Peak |
| ROC-AUC | Receiver Operating Characteristic Area Under Curve |
| RT | Retention Time |
| SMOTE | Synthetic Minority Over-sampling Technique |
| VOC | Volatile Organic Compound |