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A radiomic model for noninvasive prediction of PD-L1 and VETC expression in hepatocellular carcinoma using enhanced abdominal CT

BackgroundHepatocellular carcinoma (HCC) is a prevalent malignant tumor that is associated with significant morbidity and mortality. Programmed cell death 1 ligand 1 (PD-L1) and Vessel Encapsulating Tumor Clusters (VETC) are critical biomarkers influencing immune evasion and metastasis, making them...

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Tallennettuna:
Päätekijät: Weidong Wang, Junrong Lu, Yongcong Yan, Kai Wen, Gefan Guo, Zhenyu Zhou, Zhiyu Xiao
Aineistotyyppi: Artigo
Kieli:Inglês
Julkaistu: Frontiers Media S.A. 2025-12-01
Sarja:Frontiers in Oncology
Aiheet:
hepatocellular carcinoma
PD-L1
VETC
radiomics
machine learning
random forest
Linkit:https://www.frontiersin.org/articles/10.3389/fonc.2025.1696376/full
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