Systematic review: radiomics for the diagnosis and prognosis of hepatocellular carcinoma

E Harding‐Theobald, J Louissaint… - Alimentary …, 2021 - Wiley Online Library
Background Advances in imaging technology have the potential to transform the early
diagnosis and treatment of hepatocellular carcinoma (HCC) through quantitative image …

MRI radiomics features predict immuno-oncological characteristics of hepatocellular carcinoma

SJ Hectors, S Lewis, C Besa, MJ King, D Said… - European …, 2020 - Springer
Objective To assess the value of qualitative and quantitative MRI radiomics features for
noninvasive prediction of immuno-oncologic characteristics and outcomes of hepatocellular …

Radiomics analysis based on multiparametric MRI for predicting early recurrence in hepatocellular carcinoma after partial hepatectomy

Y Zhao, J Wu, Q Zhang, Z Hua, W Qi… - Journal of Magnetic …, 2021 - Wiley Online Library
Background Preoperative prediction of early recurrence (ER) of hepatocellular carcinoma
(HCC) plays a critical role in individualized risk stratification and further treatment guidance …

[HTML][HTML] A radiomics nomogram for the prediction of overall survival in patients with hepatocellular carcinoma after hepatectomy

Q Liu, J Li, F Liu, W Yang, J Ding, W Chen, Y Wei, B Li… - Cancer Imaging, 2020 - Springer
Background Hepatocellular carcinoma (HCC) is associated with a dismal prognosis, and
prediction of the prognosis of HCC can assist in therapeutic decision-makings. An …

[HTML][HTML] Magnetic resonance radiomics signatures for predicting poorly differentiated hepatocellular carcinoma: A SQUIRE-compliant study

X Yang, C Yuan, Y Zhang, Z Wang - Medicine, 2021 - journals.lww.com
Radiomics contributes to the extraction of undetectable features with the naked eye from
high-throughput quantitative images. In this study, 2 predictive models were constructed …

[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 …

[HTML][HTML] 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] Development and external validation of a radiomics model derived from preoperative Gadoxetic acid-enhanced MRI for predicting histopathologic grade of …

X Hu, C Li, Q Wang, X Wu, Z Chen, F Xia, P Cai… - Diagnostics, 2023 - mdpi.com
Histopathologic grade of hepatocellular carcinoma (HCC) is an important predictor of early
recurrence and poor prognosis after curative treatments. This study aims to develop a …

[HTML][HTML] Radiomic analysis of Gd-EOB-DTPA-enhanced MRI predicts Ki-67 expression in hepatocellular carcinoma

Y Fan, Y Yu, X Wang, M Hu, C Hu - BMC Medical Imaging, 2021 - Springer
Abstract Background Nuclear protein Ki-67 indicates the status of cell proliferation and has
been regarded as an attractive biomarker for the prognosis of HCC. The aim of this study is …

[HTML][HTML] Radiomics analysis of contrast-enhanced CT for hepatocellular carcinoma grading

W Chen, T Zhang, L Xu, L Zhao, H Liu, LR Gu… - Frontiers in …, 2021 - frontiersin.org
Objectives To investigate the value of contrast-enhanced computer tomography (CT)-based
on radiomics in discriminating high-grade and low-grade hepatocellular carcinoma (HCC) …