Breast cancer risk prediction on CSAW-CC (test)
0.924ROCAUC (1-year)Mirai
Evaluation results
| Method | Links | |||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Mirai#H=02026.03 | 0.924 | — | 0.872 | 0.853 | 0.837 | 0.829 | 0.824 | 0.753 | 0.735 | 0.715 | 0.711 | |
| LoMaR (MICCAI,24)#H=02026.03 | 0.922 | — | 0.873 | 0.853 | 0.837 | 0.829 | 0.824 | 0.754 | 0.735 | 0.715 | 0.711 | |
| VMRA (MICCAI,25)#H=02026.03 | 0.922 | — | 0.872 | 0.853 | 0.836 | 0.829 | 0.823 | 0.752 | 0.734 | 0.714 | 0.71 | |
| LoMaRHistory duration=0 years2024.04 | 0.92 | 0.81 | 0.84 | 0.84 | 0.82 | 0.81 | — | — | — | — | — | |
| LoMaRHistory duration=1 year, Data collection frequency=annual2024.04 | 0.92 | 0.82 | 0.85 | 0.84 | 0.82 | 0.81 | — | — | — | — | — | |
| LoMaRHistory duration=2 years, Data collection frequency=annual2024.04 | 0.92 | 0.82 | 0.84 | 0.84 | 0.82 | 0.83 | — | — | — | — | — | |
| LoMaRHistory duration=3 years, Data collection frequency=annual2024.04 | 0.92 | 0.82 | 0.84 | 0.84 | 0.83 | 0.85 | — | — | — | — | — | |
| LoMaRHistory duration=4 years, Data collection frequency=annual2024.04 | 0.92 | 0.82 | 0.84 | 0.84 | 0.85 | 0.86 | — | — | — | — | — | |
| LoMaRHistory duration=4 years, Data collection frequency=biennial2024.04 | 0.92 | 0.82 | 0.84 | 0.84 | 0.84 | 0.84 | — | — | — | — | — | |
| VMRA (MICCAI,25)#H=42026.03 | 0.92 | — | 0.868 | 0.851 | 0.842 | 0.851 | 0.822 | 0.752 | 0.736 | 0.728 | 0.745 | |
| VMRA+PHD#H=02026.03 | 0.92 | — | 0.869 | 0.852 | 0.847 | 0.855 | 0.818 | 0.749 | 0.733 | 0.734 | 0.757 | |
| LoMaR (MICCAI,24)#H=42026.03 | 0.914 | — | 0.865 | 0.851 | 0.841 | 0.851 | 0.817 | 0.749 | 0.738 | 0.731 | 0.74 | |
| LoMaR+PHD#H=02026.03 | 0.913 | — | 0.865 | 0.852 | 0.845 | 0.853 | 0.81 | 0.744 | 0.734 | 0.735 | 0.752 | |
| MiraiHistory duration=0 years2024.04 | 0.9 | 0.81 | 0.86 | 0.82 | 0.8 | 0.78 | — | — | — | — | — | |
| Image-Only DLHistory duration=0 years2024.04 | 0.83 | 0.75 | 0.79 | 0.75 | 0.73 | 0.71 | — | — | — | — | — |