Research Article
Remote Diagnosis and Triaging Model for Skin Cancer Using EfficientNet and Extreme Gradient Boosting
Table 1
Description of the PAD-UFES-20 clinical data.
| Features | Data type | Data set description |
| Fitzpatrick | Categorical (1–5) | It is a phototype used to define a person’s skin type in terms of response to (UVR) exposure | Region | Categorical (15 categories) | The location of the skin lesion in the patient’s body | Diameter_1 | Numerical | Skin lesions’ horizontal diameters | Diameter_2 | Numerical | Skin lesions’ vertical diameters | Diagnostic | Categorical (6 categories) | Skin cancer types, that is, ACK, MEL, NEV, and so on | Itch | Boolean | Skin lesion itching | Grew | Boolean | Skin lesion grew | Hurt | Boolean | Skin lesion hurts | Changed | Boolean | Skin lesion has recently changed | Bleed | Boolean | Skin lesion is bleeding | Elevation | Boolean | Skin lesion has an elevation | Biopsed | Boolean | Diagnosis from clinical data or lab test biopsy |
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