Overall Survival Prediction on NSCLC PET/CT
0.751AUC (0.5-year)ATCS
Evaluation results
| Method | Links | |||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| ATCSBackbone=DenseNet-121, Input=13-channel (tissue-wise, tumor masked, and tumor segmentation PET/CT projections)2026.06 | 0.751 | 0.756 | 0.814 | 0.791 | 0.801 | 0.809 | 0.792 | 0.801 | 0.805 | 0.822 | 0.794 | |
| MTSBackbone=DenseNet-121, Input=13-channel (tissue-wise, tumor masked, and tumor segmentation PET/CT projections)2026.06 | 0.751 | 0.722 | 0.791 | 0.793 | 0.797 | 0.803 | 0.794 | 0.812 | 0.821 | 0.843 | 0.793 | |
| TCSBackbone=DenseNet-121, Input=13-channel (tissue-wise, tumor masked, and tumor segmentation PET/CT projections), Context=Baseline2026.06 | 0.742 | 0.735 | 0.778 | 0.771 | 0.778 | 0.765 | 0.755 | 0.78 | 0.772 | 0.79 | 0.767 |