We propose *Augmented Intelligence Metrics* (*AI Metrics*) to interpret the output of CNN results. The output of the CNN results were defined and calculated using the following methods:

malignancy output = a sum of model outputs for 5 malignant tumorous disorders (melanoma, BCC, SCC, intraepithelial carcinoma, and keratoacanthoma)

benign output = a sum of model outputs for 40 benign tumorous disorders (seborrheic keratosis, wart, etc.)

steroid output = a sum of model outputs for 59 disorders requiring a steroid treatment (atopic dermatitis, contact dermatitis, etc.)

antibiotics output = a sum of model outputs for 21 disorders requiring an antibiotic treatment (cellulitis, impetigo, etc.)

antiviral output = a sum of model outputs for 5 disorders requiring an antiviral treatment (herpes simplex, herpes zoster, etc.)

antifungal output = a sum of model outputs for 8 disorders requiring an antifungal treatment (tinea pedis, tinea versicolor, etc.)