7-point criteria classification on Derm7pt (test)
68.6BA (PN)D + C
Evaluation results
| Method | Links | ||||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| D + CModality=Dermoscopic + Clinical2022.03 | 68.6 | 69.3 | 77.2 | 88.2 | 47.2 | 81.6 | 52 | 63 | 61.1 | 73.4 | 59.7 | 61.7 | 73.1 | 78.3 | |
| DModality=Dermoscopic2022.03 | 66.6 | 68.8 | 80.9 | 85.9 | 55.2 | 79 | 57.3 | 63.2 | 62.1 | 71.6 | 58.3 | 59.6 | 71.9 | 77 | |
| G(C) + CModality=Clinical, Guidance=Learned mapping + Original clinical inputs2022.03 | 59.1 | 61.3 | 69.6 | 81 | 52.8 | 74.9 | 50.2 | 59.5 | 54.8 | 63 | 54 | 55.2 | 69.5 | 74.4 | |
| CModality=Clinical2022.03 | 58.5 | 58.4 | 69 | 77.5 | 51.3 | 74.7 | 48.4 | 57.1 | 58.1 | 62.5 | 53 | 52.8 | 68.7 | 71.4 | |
| G(C)Modality=Clinical, Guidance=Learned mapping from clinical features to superior dermoscopic features2022.03 | 56.3 | 58.8 | 66.4 | 82.2 | 39.5 | 80.3 | 46 | 61.1 | 50.9 | 68.1 | 50.3 | 50.1 | 65.3 | 76.3 |