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...

Ausführliche Beschreibung

Bibliografische Detailangaben

Hauptverfasser:	Shuangxi Chen, Xushuang Qin, Shanni Dong, Xiaoshu Zhu, Yang Liu, Jun Chen, Ruizhong Ye, Li Zhu
Format:	Artigo
Sprache:	Inglês
Veröffentlicht:	Frontiers Media S.A. 2026-05-01
Schriftenreihe:	Frontiers in Oncology
Schlagworte:	CT habitat analysis hepatocellular carcinoma MVI radiomics
Online-Zugang:	https://www.frontiersin.org/articles/10.3389/fonc.2026.1832615/full
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