The role of AI classifiers in skin cancer images.

Carolina Magalhaes Joaquim Mendes Ricardo Vardasca

Published in: Skin research and technology : official journal of International Society for Bioengineering and the Skin (ISBS) [and] International Society for Digital Imaging of Skin (ISDIS) [and] International Society for Skin Imaging (ISSI) (2019)

Different imaging modalities have already been coupled with AI methods, particularly dermoscopy for melanoma recognition. Learners based on support vector machines seem to be the preferred option. Future work should focus on image analysis, processing stages and image fusion assuring the best possible classification outcome.

Keyphrases

skin cancer
deep learning
artificial intelligence
convolutional neural network
machine learning
high resolution
current status
mass spectrometry