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The prediction of distant metastasis risk for male breast cancer patients based on an interpretable machine learning model

OBJECTIVES: This research was designed to compare the ability of different machine learning (ML) models and nomogram to predict distant metastasis in male breast cancer (MBC) patients and to interpret the optimal ML model by SHapley Additive exPlanations (SHAP) framework. METHODS: Four powerful ML m...

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Detalles Bibliográficos
Autores principales: Zhao, Xuhai, Jiang, Cong
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10120176/
https://www.ncbi.nlm.nih.gov/pubmed/37085843
http://dx.doi.org/10.1186/s12911-023-02166-8