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Classification of the lung lesions according to the CAD and DL-based methods.
| Classification | ||
|---|---|---|
| Lesion characteristics | CAD (GHNC) | DL (QZIP) |
| Normal | NCAD | NDL |
| Emphysema | ECAD | EDL |
| Ground glass opacity | GCAD | GDL |
| Consolidation | CCAD | CDL |
| Consolidation with fibrosis (traction bronchiectasis) | - | CFDL |
| Reticulation | RCAD | RDL |
| Honeycombing | HCAD | HDL |
| Traction bronchiectasis | - | TDL |
| Total fibrotic lesion | FibCAD = RCAD + HCAD |
FibDL = CFDL + RDL + HDL + TDL |
CAD: computer-aided diagnosis, DL: deep learning.
