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Multi-institutional development and external validation of machine learning-based models to predict relapse risk of pancreatic ductal adenocarcinoma after radical resection

BACKGROUND: Surgical resection is the only potentially curative treatment for pancreatic ductal adenocarcinoma (PDAC) and the survival of patients after radical resection is closely related to relapse. We aimed to develop models to predict the risk of relapse using machine learning methods based on...

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Detalles Bibliográficos
Autores principales: Li, Xiawei, Yang, Litao, Yuan, Zheping, Lou, Jianyao, Fan, Yiqun, Shi, Aiguang, Huang, Junjie, Zhao, Mingchen, Wu, Yulian
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8243478/
https://www.ncbi.nlm.nih.gov/pubmed/34193166
http://dx.doi.org/10.1186/s12967-021-02955-7