Deep Learning for melanoma detection
Melanoma is a major cause of death.
Although melanoma constitutes only 1% of the diagnosed skin cancer cases, 75% of deaths are caused by melanoma
Interpretation of skin images is limited
A definitive proof will be missing as the result is biased by the subjective interpretation of the dermatologist.
The interpretation will have large variations among different dermatologists.
The dermatologist has to interpret a large number of images in a limited period of time.