[HTML][HTML] Considerable effects of imaging sequences, feature extraction, feature selection, and classifiers on radiomics-based prediction of microvascular invasion in …

H Dai, M Lu, B Huang, M Tang, T Pang… - … imaging in medicine …, 2021 - ncbi.nlm.nih.gov
Background Microvascular invasion (MVI) has a significant effect on the prognosis of
hepatocellular carcinoma (HCC), but its preoperative identification is challenging …

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 …

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 …

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 …

Pre-operative microvascular invasion prediction using multi-parametric liver MRI radiomics

G Nebbia, Q Zhang, D Arefan, X Zhao, S Wu - Journal of digital imaging, 2020 - Springer
Microvascular invasion (mVI) is the most significant independent predictor of recurrence for
hepatocellular carcinoma (HCC), but its pre-operative assessment is challenging. In this …

Radiomics nomogram for prediction of microvascular invasion in hepatocellular carcinoma based on MR imaging with Gd-EOB-DTPA

S Zhang, C Duan, X Zhou, F Liu, X Wang… - Frontiers in …, 2022 - frontiersin.org
Objective To develop a radiomics nomogram for predicting microvascular invasion (MVI)
before surgery in hepatocellular carcinoma (HCC) patients. Materials and Methods The data …

[HTML][HTML] A nomogram based on bi-regional radiomics features from multimodal magnetic resonance imaging for preoperative prediction of microvascular invasion in …

R Zhang, L Xu, X Wen, J Zhang, P Yang… - … Imaging in Medicine …, 2019 - ncbi.nlm.nih.gov
Background We aimed to develop and validate a nomogram combining bi-regional
radiomics features from multimodal magnetic resonance imaging (MRI) and …

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 …

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 …