Development of a MVI associated HCC prognostic model through single cell transcriptomic analysis and 101 machine learning algorithms

Development of a MVI associated HCC prognostic model through single cell transcriptomic analysis and 101 machine learning algorithms

Abstract Hepatocellular carcinoma (HCC) is an exceedingly aggressive form of cancer that often carries a poor prognosis, especially when it is complicated by the presence of microvascular invasion (MVI). Identifying patients at high risk of MVI is crucial for personalized treatment strategies. Utili...

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Bibliographic Details
Main Authors: Jiayi Zhang, Zheng Zhang, Chenqing Yang, Qingguang Liu, Tao Song
Format: Article
Language:English
Published: Nature Portfolio 2025-03-01
Series:Scientific Reports
Subjects:
Hepatocellular carcinoma
Microvascular infiltration
Prognostic prediction model
Machine learning
Online Access:https://doi.org/10.1038/s41598-025-91475-1
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