Radiomic analysis of contrast-enhanced CT predicts microvascular invasion and outcome in hepatocellular carcinoma

X Xu, HL Zhang, QP Liu, SW Sun, J Zhang, FP Zhu… - Journal of …, 2019 - Elsevier
Background & Aims Microvascular invasion (MVI) impairs surgical outcomes in patients with
hepatocellular carcinoma (HCC). As there is no single highly reliable factor to preoperatively …

Contrast‐enhanced CT radiomics for preoperative evaluation of microvascular invasion in hepatocellular carcinoma: a two‐center study

X Zhang, S Ruan, W Xiao, J Shao… - Clinical and …, 2020 - Wiley Online Library
Background The present study constructed and validated the use of contrast‐enhanced
computed tomography (CT)‐based radiomics to preoperatively predict microvascular …

Preoperative radiomics nomogram for microvascular invasion prediction in hepatocellular carcinoma using contrast-enhanced CT

X Ma, J Wei, D Gu, Y Zhu, B Feng, M Liang, S Wang… - European …, 2019 - Springer
Objectives To develop and validate a radiomics nomogram for preoperative prediction of
microvascular invasion (MVI) in patients with hepatocellular carcinoma (HCC). Methods The …

Preoperative prediction of microvascular invasion in hepatocellular cancer: a radiomics model using Gd-EOB-DTPA-enhanced MRI

ST Feng, Y Jia, B Liao, B Huang, Q Zhou, X Li, K Wei… - European …, 2019 - Springer
Objectives Preoperative prediction of microvascular invasion (MVI) in patients with
hepatocellular cancer (HCC) is important for surgery strategy making. We aimed to develop …

Can current preoperative imaging be used to detect microvascular invasion of hepatocellular carcinoma?

M Renzulli, S Brocchi, A Cucchetti, F Mazzotti… - Radiology, 2016 - pubs.rsna.org
Purpose To determine the accuracy of imaging features, such as tumor dimension,
multinodularity, nonsmooth tumor margins, peritumoral enhancement, and radiogenomic …

Comparison of MRI and CT for the Prediction of Microvascular Invasion in Solitary Hepatocellular Carcinoma Based on a Non‐Radiomics and Radiomics Method …

XP Meng, YC Wang, JY Zhou, Q Yu… - Journal of Magnetic …, 2021 - Wiley Online Library
Background Computed tomography (CT) and magnetic resonance imaging (MRI) are both
capable of predicting microvascular invasion (MVI) in hepatocellular carcinoma (HCC) …

Predicting microvascular invasion in hepatocellular carcinoma using CT-based radiomics model

T Xia, Z Zhou, X Meng, J Zha, Q Yu, W Wang, Y Song… - Radiology, 2023 - pubs.rsna.org
Background Prediction of microvascular invasion (MVI) may help determine treatment
strategies for hepatocellular carcinoma (HCC). Purpose To develop a radiomics approach …

Preoperative prediction of microvascular invasion in hepatocellular carcinoma using quantitative image analysis

J Zheng, J Chakraborty, WC Chapman, S Gerst… - Journal of the American …, 2017 - Elsevier
Background Microvascular invasion (MVI) is a significant risk factor for early recurrence after
resection or transplantation for hepatocellular carcinoma (HCC). Knowledge of MVI status …

Radiomics models for predicting microvascular invasion in hepatocellular carcinoma: a systematic review and radiomics quality score assessment

Q Wang, C Li, J Zhang, X Hu, Y Fan, K Ma, E Sparrelid… - Cancers, 2021 - mdpi.com
Simple Summary Microvascular invasion (MVI) is regarded as a sign of early metastasis in
liver cancer and can be only diagnosed by a histopathology exam in the resected specimen …

A radiomics nomogram for preoperative prediction of microvascular invasion in hepatocellular carcinoma

L Yang, D Gu, J Wei, C Yang, S Rao, W Wang, C Chen… - Liver cancer, 2019 - karger.com
Background: Radiomics has emerged as a new approach that can help identify imaging
information associated with tumor pathophysiology. We developed and validated a …