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It is investigated if a purely vision-based approach might be able to conduct a discrimination of benign and tumorous Epidermolysis bullosa wound surfaces. Although being based on a critically small dataset, best results obtained are above 0.9 in specificity and precision/recall for the two class discrimination. Results encourage further work in this direction, in particular to continue training data collection to further enhance classification.

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Towards a Visual Distinction of Benign and Tumorous Wound Surface in Epidermolysis Bullosa

  • 会议论文

  • 发表日期：

    2026年

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  • Ding Xin,
  • Verena Wally,
  • Chrstina Guttmann-Gruber,
  • Bernadette Liemberger,
  • Johann Bauer,
  • Andreas Uhl

摘要

It is investigated if a purely vision-based approach might be able to conduct a discrimination of benign and tumorous Epidermolysis bullosa wound surfaces. Although being based on a critically small dataset, best results obtained are above 0.9 in specificity and precision/recall for the two class discrimination. Results encourage further work in this direction, in particular to continue training data collection to further enhance classification.