Fig. 1.

Flowchart prediction process: a dermoscopy image is acquired by a smartphone and conveyed to cloud computing by a dedicated application. A deep learning classifier and audio classifier which were pre trained are combined and predict output findings. The final diagnosis is conferred to user as a malignant or benign lesion diagnosis, i.e. excise or not indication (a). See basal cell carcinoma outlook by a dermoscope (b) or as captured by a smartphone (c)