Augmented Intelligence Metrics (AI Metrics)

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.)