Table 2 Five cross-validation on multimodal data.
From: Explainable multimodal AI for skin lesion risk prediction via 3D imaging and clinical data
Skin lesion | First | Second | Third | Fourth | Fifth |
|---|---|---|---|---|---|
Basal cell carcinoma | 0.99 | 0.95 | 0.96 | 0.96 | 0.96 |
Benign, NOS | 0.98 | 0.96 | 0.99 | 0.98 | 0.99 |
Nevus | 0.99 | 1.00 | 0.97 | 0.99 | 0.98 |
Squamous cell carcinoma | 0.97 | 0.98 | 0.95 | 1.00 | 0.99 |
Melanoma Invasive | 0.97 | 0.98 | 0.99 | 0.93 | 0.98 |
Solar or actinic keratosis | 0.92 | 0.95 | 1.00 | 0.99 | 0.89 |
