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Artificial Intelligence in Dermatopathology: New Insights and Perspectives.

Gerardo CazzatoAnna ColagrandeAntonietta CimminoFrancesca ArezzoVera LoizziConcetta CaporussoMarco MarangioCaterina FotiPaolo RomitaLucia LospallutiFrancesco MazzottaSebastiano CiccoGennaro CormioTeresa LettiniLeonardo RestaAngelo VaccaGiuseppe Ingravallo
Published in: Dermatopathology (Basel, Switzerland) (2021)
In recent years, an increasing enthusiasm has been observed towards artificial intelligence and machine learning, involving different areas of medicine. Among these, although still in the embryonic stage, the dermatopathological field has also been partially involved, with the attempt to develop and train algorithms that could assist the pathologist in the differential diagnosis of complex melanocytic lesions. In this article, we face this new challenge of the modern era, carry out a review of the literature regarding the state of the art and try to determine promising future perspectives.
Keyphrases
  • artificial intelligence
  • machine learning
  • big data
  • deep learning