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Improved diagnosis by automated macro- and micro-anatomical region mapping of skin photographs.

Ludovic AmruthalingamP GottfroisA Gonzalez JimenezB GökdumanM KunzT Kollernull nullM PoulyAlexander A Navarini
Published in: Journal of the European Academy of Dermatology and Venereology : JEADV (2022)
Including location can be beneficial for DD DLM performance. The proposed method can generate body region maps from patient pictures and even reach surgery relevant anatomical precision, e.g. the ear region. Our method enables automated search of large clinical databases and make targeted anatomical image retrieval possible.
Keyphrases
  • deep learning
  • machine learning
  • high throughput
  • minimally invasive
  • high resolution
  • case report
  • cancer therapy
  • drug delivery
  • wound healing
  • atrial fibrillation