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Predicting melanoma survival and metastasis with interpretable histopathological features and machine learning models

INTRODUCTION: Melanoma is the fifth most common cancer in US, and the incidence is increasing 1.4% annually. The overall survival rate for early-stage disease is 99.4%. However, melanoma can recur years later (in the same region of the body or as distant metastasis), and results in a dramatically lo...

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Detalles Bibliográficos
Autores principales: Couetil, Justin, Liu, Ziyu, Huang, Kun, Zhang, Jie, Alomari, Ahmed K.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9853175/
https://www.ncbi.nlm.nih.gov/pubmed/36687402
http://dx.doi.org/10.3389/fmed.2022.1029227