Analysis of Artificial Intelligence-Based Approaches Applied to Non-Invasive Imaging for Early Detection of Melanoma: A Systematic Review.

Raj H PatelEmilie A FoltzAlexander WitkowskiJoanna Ludzik

Published in: Cancers (2023)

Our results demonstrate the robust potential of AI-based techniques to improve diagnostic accuracy and patient outcomes through the early identification of melanoma. Further studies are needed to assess the generalizability of these AI-based techniques across different populations and skin types, improve standardization in image processing, and further compare the performance of AI-based techniques with board-certified dermatologists to evaluate clinical applicability.

Keyphrases

artificial intelligence
deep learning
skin cancer
machine learning
big data
high resolution
soft tissue
risk assessment
bioinformatics analysis
mass spectrometry
photodynamic therapy