Pulmonary nodule diagnosis on NLST without GGN
0.949AUCDeepFAN model
Evaluation results
| Method | Links | |||||||
|---|---|---|---|---|---|---|---|---|
| DeepFAN modeldataset=NLST dataset (without GGN)†2026.03 | 0.949 | 88.9 | 91.6 | 91.4 | 47.4 | 99 | 61.8 | |
| LCP-CNN modeldataset=NLST dataset (without GGN)‡2026.03 | 0.921 | 95.6 | 62.9 | 64.8 | 14 | 99.5 | 24.4 | |
| Brock modeldataset=NLST dataset (without GGN)†, Evaluation context=used in this study2026.03 | 0.856 | 86.5 | 64.6 | 66.1 | 15.3 | 98.5 | 26 | |
| Brock modeldataset=NLST dataset (without GGN)‡, Evaluation context=used in the LCP-CNN study2026.03 | 0.856 | 86.5 | 66.5 | — | — | — | — | |
| Mayo modeldataset=NLST dataset (without GGN)†, Evaluation context=used in this study2026.03 | 0.852 | 66.5 | 87.1 | 85.5 | 30.4 | 96.8 | 41.8 | |
| Mayo modeldataset=NLST dataset (without GGN)‡, Evaluation context=used in the LCP-CNN study2026.03 | 0.852 | — | — | — | — | — | — |