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A Promising Preoperative Prediction Model for Microvascular Invasion in Hepatocellular Carcinoma Based on an Extreme Gradient Boosting Algorithm

BACKGROUND: The non-invasive preoperative diagnosis of microvascular invasion (MVI) in hepatocellular carcinoma (HCC) is vital for precise surgical decision-making and patient prognosis. Herein, we aimed to develop an MVI prediction model with valid performance and clinical interpretability. METHODS...

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Detalles Bibliográficos
Autores principales: Liu, Weiwei, Zhang, Lifan, Xin, Zhaodan, Zhang, Haili, You, Liting, Bai, Ling, Zhou, Juan, Ying, Binwu
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8931027/
https://www.ncbi.nlm.nih.gov/pubmed/35311094
http://dx.doi.org/10.3389/fonc.2022.852736