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Distinguishing melanocytic nevi from melanomas using static and dynamic infrared thermal imaging.

Carolina MagalhaesRicardo VardascaM RebeloRita Valença-FilipeM RibeiroJoaquim Mendes
Published in: Journal of the European Academy of Dermatology and Venereology : JEADV (2019)
The use of IRT for skin tumour classification is achievable, but some improvement is needed to raise the metrics of sensitivity and specificity. For future work, it is recommended the study of dynamic parameters for the classification of other types of skin neoplasia.
Keyphrases
  • deep learning
  • machine learning
  • soft tissue
  • high resolution
  • wound healing
  • high grade
  • mass spectrometry
  • fluorescence imaging