CT-based habitat imaging integrated with radiomics and clinicopathology for noninvasive prediction of microvascular invasion in hepatocellular carcinoma

ObjectiveTo develop and validate a CT-based habitat imaging model incorporating intratumoral microenvironment heterogeneity analysis for noninvasive preoperative prediction of microvascular invasion (MVI) in hepatocellular carcinoma (HCC), addressing limitations of conventional radiomics in characte...

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Asıl Yazarlar:	Shuangxi Chen, Xushuang Qin, Shanni Dong, Xiaoshu Zhu, Yang Liu, Jun Chen, Ruizhong Ye, Li Zhu
Materyal Türü:	Artigo
Dil:	Inglês
Baskı/Yayın Bilgisi:	Frontiers Media S.A. 2026-05-01
Seri Bilgileri:	Frontiers in Oncology
Konular:	CT habitat analysis hepatocellular carcinoma MVI radiomics
Online Erişim:	https://www.frontiersin.org/articles/10.3389/fonc.2026.1832615/full
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