Unsupervised Phenotype-Based Clustering of Clinicopathologic Features in Cutaneous Melanoma

• Principais autores: Sarem Rashid (Autor), Nikolai Klebanov (Autor), William M. Lin (Autor), Hensin Tsao (Autor)
• Formato: Livro
• Publicado em: Elsevier, 2021-12-01T00:00:00Z.
• Assuntos: article
• Acesso em linha: Connect to this object online.

Pathogenic phenotypes in cutaneous melanoma have been vastly cataloged, although these classifications lack concordance and are confined to either morphological or molecular contexts. In this study, we perform unsupervised k-medoids clustering as a machine learning technique of 2,978 primary cutaneo...