Preoperative prediction of microvascular invasion of hepatocellular carcinoma with IVIM diffusion-weighted MR imaging and Gd-EOB-DTPA-enhanced MR imaging

W Zhao, W Liu, H Liu, X Yi, J Hou, Y Pei, H Liu… - PLoS …, 2018 - journals.plos.org
Microvascular invasion (MVI) is regarded as one of the independent risk factors for
recurrence and poor prognosis of hepatocellular carcinoma (HCC). The presence of MVI in …

Diagnostic accuracy of artificial intelligence based on imaging data for preoperative prediction of microvascular invasion in hepatocellular carcinoma: a systematic …

J Zhang, S Huang, Y Xu, J Wu - Frontiers in oncology, 2022 - frontiersin.org
Background The presence of microvascular invasion (MVI) is considered an independent
prognostic factor associated with early recurrence and poor survival in hepatocellular …

Intravoxel incoherent motion diffusion-weighted MR imaging of hepatocellular carcinoma: correlation with enhancement degree and histologic grade

S Woo, JM Lee, JH Yoon, I Joo, JK Han, BI Choi - Radiology, 2014 - pubs.rsna.org
Purpose To compare the association of intravoxel incoherent motion (IVIM)–derived
parameters and apparent diffusion coefficient (ADC) with the histologic grade of …

Preoperative prediction of microvascular invasion in patients with hepatocellular carcinoma based on radiomics nomogram using contrast-enhanced ultrasound

D Zhang, Q Wei, GG Wu, XY Zhang, WW Lu… - Frontiers in …, 2021 - frontiersin.org
Purpose This study aimed to develop a radiomics nomogram based on contrast-enhanced
ultrasound (CEUS) for preoperatively assessing microvascular invasion (MVI) in …

Preoperative Prediction of Microvascular Invasion in Hepatocellular Carcinoma via Multi-Parametric MRI Radiomics

Y Zhang, Z Shu, Q Ye, J Chen, J Zhong, H Jiang… - Frontiers in …, 2021 - frontiersin.org
Objectives To systematically evaluate and compare the predictive capability for
microvascular invasion (MVI) in hepatocellular carcinoma (HCC) patients based on …

Computed tomography radiomics-based prediction of microvascular invasion in hepatocellular carcinoma

W Yao, S Yang, Y Ge, W Fan, L Xiang, Y Wan… - Frontiers in …, 2022 - frontiersin.org
Background Due to the high recurrence rate in hepatocellular carcinoma (HCC) after
resection, preoperative prognostic prediction of HCC is important for appropriate patient …

Automatically extracted machine learning features from preoperative CT to early predict microvascular invasion in HCC: The role of the zone of transition (ZOT)

M Renzulli, M Mottola, F Coppola, MA Cocozza… - Cancers, 2022 - mdpi.com
Simple Summary Microvascular invasion (MVI) is a universally recognised predictor of
hepatocellular carcinoma (HCC) recurrence after curative treatments, whose diagnosis …

A radiomics model based on Gd-EOB-DTPA-enhanced MRI for the prediction of microvascular invasion in solitary hepatocellular carcinoma≤ 5 cm

C Qu, Q Wang, C Li, Q Xie, P Cai, X Yan… - Frontiers in …, 2022 - frontiersin.org
Aim The aim of this study is to establish and validate a radiomics-based model using
preoperative Gd-EOB-DTPA-enhanced MRI to predict microvascular invasion (MVI) in …

Preoperative prediction power of imaging methods for microvascular invasion in hepatocellular carcinoma: a systemic review and meta-analysis

J Huang, W Tian, L Zhang, Q Huang, S Lin… - Frontiers in …, 2020 - frontiersin.org
Background: To compare the predictive power between radiomics and non-radiomics
(conventional imaging and functional imaging methods) for preoperative evaluation of …

Evaluation of multiple prognostic factors of hepatocellular carcinoma with intra-voxel incoherent motions imaging by extracting the histogram metrics

G Shi, X Han, Q Wang, Y Ding, H Liu… - Cancer Management …, 2020 - Taylor & Francis
Purpose To predict multiple prognostic factors of HCC including histopathologic grade, the
expression of Ki67 as well as capsule formation with intravoxel incoherent motions imaging …