Performances and variability of CT radiomics for the prediction of microvascular invasion and survival in patients with HCC: a matter of chance or standardisation?

R Cannella, J Santinha, A Bèaufrere, M Ronot… - European …, 2023 - Springer
Objectives To measure the performance and variability of a radiomics-based model for the
prediction of microvascular invasion (MVI) and survival in patients with resected …

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 …

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 …

Radiomic feature-based predictive model for microvascular invasion in patients with hepatocellular carcinoma

M He, P Zhang, X Ma, B He, C Fang, F Jia - Frontiers in Oncology, 2020 - frontiersin.org
Objective This study aimed to build and evaluate a radiomics feature-based model for the
preoperative prediction of microvascular invasion (MVI) in patients with hepatocellular …

Radiomics models for preoperative prediction of microvascular invasion in hepatocellular carcinoma: a systematic review and meta-analysis

X Zhong, H Long, L Su, R Zheng, W Wang, Y Duan… - Abdominal …, 2022 - Springer
Purpose To assess the methodological quality and to evaluate the predictive performance of
radiomics studies for preoperative prediction of microvascular invasion (MVI) in …

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 …

Preoperative prediction of microvascular invasion in hepatocellular carcinoma: a radiomic nomogram based on MRI

L Li, Q Su, H Yang - Clinical Radiology, 2022 - Elsevier
AIM To develop a reliable model to predict microvascular invasion (MVI) in patients with
hepatocellular carcinoma (HCC) by combining a large number of clinical and imaging …

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 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 …

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 …