Expert-Level Diagnosis of Nonpigmented Skin Cancer by Combined Convolutional Neural Networks

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Tschandl P., Rosendahl C., AKAY B. N., Argenziano G., Blum A., Braun R. P., ...Daha Fazla

JAMA DERMATOLOGY, cilt.155, sa.1, ss.58-65, 2019 (SCI-Expanded) identifier identifier identifier

  • Yayın Türü: Makale / Tam Makale
  • Cilt numarası: 155 Sayı: 1
  • Basım Tarihi: 2019
  • Doi Numarası: 10.1001/jamadermatol.2018.4378
  • Dergi Adı: JAMA DERMATOLOGY
  • Derginin Tarandığı İndeksler: Science Citation Index Expanded (SCI-EXPANDED), Scopus
  • Sayfa Sayıları: ss.58-65
  • Ankara Üniversitesi Adresli: Evet

Özet

IMPORTANCE Convolutional neural networks (CNNs) achieve expert-level accuracy in the diagnosis of pigmented melanocytic lesions. However, the most common types of skin cancer are nonpigmented and nonmelanocytic, and are more difficult to diagnose.