Development of a prognostic nomogram for ocular melanoma: a SEER population-based study (2000–2021)

Development of a prognostic nomogram for ocular melanoma: a SEER population-based study (2000–2021)

IntroductionOcular melanoma (OM) is a rare but lethal subtype of melanoma. This study develops a prognostic nomogram for OM using machine learning and internal validation techniques, aiming to improve prognosis prediction and clinical decision-making.MethodsIndependent prognostic variables were iden...

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Bibliographic Details
Main Authors: Miyun Zheng, Maodong Xu, Mengxing You, Zhiqing Huang
Format: Article
Language:English
Published: Frontiers Media S.A. 2025-01-01
Series:Frontiers in Medicine
Subjects:
ocular melanoma
machine learning
SHAP
SEER
prognosis
nomogram
Online Access:https://www.frontiersin.org/articles/10.3389/fmed.2025.1494925/full
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