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
The dermatologist has to interpret a large number of images in a limited period of time.
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.