Evaluation of Melanoma Thickness with Clinical Close-up and Dermoscopic Images Using a Convolutional Neural Network

• Main Authors: Martin Gillstedt (Author), Ludwig Mannius (Author), John Paoli (Author), Johan Dahlén Gyllencreutz (Author), Julia Fougelberg (Author), Eva Johansson Backman (Author), Jenna Pakka (Author), Oscar Zaar (Author), Sam Polesie (Author)
• Format: Book
• Published: Medical Journals Sweden, 2022-10-01T00:00:00Z.
• Subjects: article
• Online Access: Connect to this object online.

Convolutional neural networks (CNNs) have shown promise in discriminating between invasive and in situ melanomas. The aim of this study was to analyse how a CNN model, integrating both clinical close-up and dermoscopic images, performed compared with 6 independent dermatologists. The secondary aim w...