NLST
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Lung cancer risk estimation | NLST MCAR mechanism (30% factors missing, 50% TP1 images missing) (test (791 subjects)) | AUC0.8957 | 35 | |
| Lung nodule malignancy prediction | NLST (test) | AUC (All)93.1 | 25 | |
| Survival prediction | LUAD NLST | C-index0.634 | 14 | |
| Pulmonary nodule diagnosis | NLST-cmst (test) | Accuracy90.79 | 9 | |
| Nodule Evolution Prediction | NLSTt (test) | AUC @ H183.6 | 7 | |
| Image Registration | NLST (test) | TRE (mm)2.21 | 6 | |
| Survival time prediction | NLST (test) | MAE (All Samples)26.28 | 2 |
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