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Deep learning-based overall survival prediction model in patients with rare cancer: a case study for primary central nervous system lymphoma

PURPOSE: Primary central nervous system lymphoma (PCNSL) is a rare, aggressive form of extranodal non-Hodgkin lymphoma. To predict the overall survival (OS) in advance is of utmost importance as it has the potential to aid clinical decision-making. Though radiomics-based machine learning (ML) has de...

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Detalles Bibliográficos
Autores principales: She, Ziyu, Marzullo, Aldo, Destito, Michela, Spadea, Maria Francesca, Leone, Riccardo, Anzalone, Nicoletta, Steffanoni, Sara, Erbella, Federico, Ferreri, Andrés J. M., Ferrigno, Giancarlo, Calimeri, Teresa, De Momi, Elena
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Springer International Publishing 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10497660/
https://www.ncbi.nlm.nih.gov/pubmed/37083973
http://dx.doi.org/10.1007/s11548-023-02886-2