Table 1 Summary of the four public datasets utilized in the experiments
Dataset | Scans | Labeled ROIs | Pathology | Resolution |
|---|---|---|---|---|
LIDC-IDRI | 1018 | 2687 nodules | Nodule screening | 1 × 1 × 1 mm |
LNDb | 294 | 1032 nodules | Nodule screening | 1 × 1 × 1 mm |
NSCLC-Radiomics | 422 | 422 tumors | Lung cancer | 1 × 1 × 1 mm |
MosMedData | 1110 | 50 masks | COVID-19 lesions | 1 × 1 × 1 mm |