Skin Lesion Segmentation by using Deep Learning Techniques

Creative Commons License

Hasan S. N., Gezer M., Azeez R. A., Gülseçen S.

Medical Technologies Congress (TIPTEKNO), İzmir, Türkiye, 3 - 05 Ekim 2019, ss.192-195 identifier identifier

  • Yayın Türü: Bildiri / Tam Metin Bildiri
  • Cilt numarası:
  • Doi Numarası: 10.1109/tiptekno.2019.8895078
  • Basıldığı Şehir: İzmir
  • Basıldığı Ülke: Türkiye
  • Sayfa Sayıları: ss.192-195
  • Anahtar Kelimeler: Dermoscopy Images, Skin lesion, Deep Learning, U-Net Convolutional Neural Network, Dice-coefficient, Jaccard
  • İstanbul Üniversitesi Adresli: Evet

Özet

Skin cancer is a common disease among middle-aged and elderly white-skinned people. It is divided into many types in terms of medical criteria. Malign melanoma is one of the most dangerous and fatal cancer types, it can be treated if detected early.