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Integrating intratumoral, peritumoral, and clinical features in an ultrasound-based radiomics model: contributions and synergies for predicting microvascular invasion in hepatocellular carcinoma

BackgroundMicrovascular invasion (MVI) is a critical determinant of poor prognosis in hepatocellular carcinoma (HCC). Accurate preoperative prediction of MVI is essential for optimizing surgical and therapeutic strategies. This study aims to develop a combined model integrating intratumoral, peritum...

Ausführliche Beschreibung

Gespeichert in:
Hauptverfasser: Hong Fu, Yanhua Huang, Baochun Lu, Jianhua Yu, Difan Zhou, Chuanling Hou, Luohang Xu, Hongwei Qian
Format: Artigo
Sprache:Inglês
Veröffentlicht: Frontiers Media S.A. 2025-09-01
Schriftenreihe:Frontiers in Oncology
Schlagworte:
hepatocellular carcinoma
microvascular invasion
ultrasound radiomics
intratumoral and peritumoral features
logistic regression
predictive modeling
Online-Zugang:https://www.frontiersin.org/articles/10.3389/fonc.2025.1566105/full
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