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Bayesian-Edge system for classification and segmentation of skin lesions in Internet of Medical Things.

Shahid NaseemMuhammad AnwarMuhammad FaheemMuhammad FayyazMuhammad Sheraz Arshad Malik
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) (2024)
We summarize our work with previously used techniques in a comprehensive table to facilitate comparisons. Our experimental results show that Bayesian-Edge networks can boost the diagnostic performance of skin lesions by up to 87.80% without incurring additional parameters of heavy computation.
Keyphrases
  • deep learning
  • soft tissue
  • wound healing
  • machine learning
  • healthcare
  • health information