Nodule Classification on LIDC-IDRI All Nodules (test folds 1-5)
90.44AccuracyAll feat.+GBM
Evaluation Results
| Method | Links | |
|---|---|---|
| All feat.+GBMYear=20172018.01 | 90.44 | |
| Deep 3D DPNYear=20172018.01 | 88.74 | |
| Vanilla 3D CNNYear=20162018.01 | 87.4 | |
| Nodule-level 2D CNNYear=20162018.01 | 87.3 | |
| Multi-crop CNNYear=20172018.01 | 87.14 | |
| Multi-scale CNNYear=20152018.01 | 86.84 | |
| Slice-level 2D CNNYear=20162018.01 | 86.7 | |
| Nodule Size+Pixel+GBMYear=20172018.01 | 86.12 |