Table 3. Range of ratings defined for the label of Lung Image Database Consortium and Image Database Resource Initiative nodules and its percentage in the augmented dataset.
Characteristics | Malignancy | Margin | Texture | Calcification |
---|---|---|---|---|
Label 0 | Range 1–3 | Range 1–3 | Range 1–3 | Range 1–5 |
Percentage | 3,589 (55.8%) | 2,876 (44.7%) | 2,375 (36.9%) | 3,095 (48.1%) |
Description | Benign | Fuzzy margin | Non-solid or partially solid internal density | Appearance of calcification |
Label 1 | Range 4–5 | Range 4–5 | Range 4–5 | Range 6 |
Percentage | 2,844 (44.2%) | 3,557 (55.3%) | 4,058 (63.1%) | 3,338 (51.9%) |
Description | Malignant | Clear margin | Solid internal density | No calcification |