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Machine learning-based Radiomics analysis for differentiation degree and lymphatic node metastasis of extrahepatic cholangiocarcinoma

BACKGROUND: Radiomics may provide more objective and accurate predictions for extrahepatic cholangiocarcinoma (ECC). In this study, we developed radiomics models based on magnetic resonance imaging (MRI) and machine learning to preoperatively predict differentiation degree (DD) and lymph node metast...

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Detalles Bibliográficos
Autores principales: Tang, Yong, Yang, Chun Mei, Su, Song, Wang, Wei Jia, Fan, Li Ping, Shu, Jian
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8611922/
https://www.ncbi.nlm.nih.gov/pubmed/34819043
http://dx.doi.org/10.1186/s12885-021-08947-6