Radiomic features at contrast-enhanced CT predict recurrence in early stage hepatocellular carcinoma: a multi-institutional study

GW Ji, FP Zhu, Q Xu, K Wang, MY Wu, WW Tang, XC Li… - Radiology, 2020 - pubs.rsna.org
Background Early stage hepatocellular carcinoma (HCC) is the ideal candidate for resection
in patients with preserved liver function; however, cancer will recur in half of these patients …

CT-based radiomics signature: a potential biomarker for preoperative prediction of early recurrence in hepatocellular carcinoma

Y Zhou, L He, Y Huang, S Chen, P Wu, W Ye, Z Liu… - Abdominal …, 2017 - Springer
Purpose To develop a CT-based radiomics signature and assess its ability for preoperatively
predicting the early recurrence (≤ 1 year) of hepatocellular carcinoma (HCC). Methods A …

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 …

Machine-learning analysis of contrast-enhanced CT radiomics predicts recurrence of hepatocellular carcinoma after resection: A multi-institutional study

GW Ji, FP Zhu, Q Xu, K Wang, MY Wu, WW Tang… - …, 2019 - thelancet.com
Background Current guidelines recommend surgical resection as the first-line option for
patients with solitary hepatocellular carcinoma (HCC); unfortunately, postoperative …

CT-based radiomics for preoperative prediction of early recurrent hepatocellular carcinoma: Technical reproducibility of acquisition and scanners

H Hu, Q Shan, S Chen, B Li, S Feng, E Xu, X Li… - La radiologia …, 2020 - Springer
Purpose To test the technical reproducibility of acquisition and scanners of CT image-based
radiomics model for early recurrent hepatocellular carcinoma (HCC). Methods We included …

Hepatocellular carcinoma: radiomics nomogram on gadoxetic acid-enhanced MR imaging for early postoperative recurrence prediction

Z Zhang, H Jiang, J Chen, Y Wei, L Cao, Z Ye, X Li… - Cancer Imaging, 2019 - Springer
Background This study was performed to prospectively develop and validate a radiomics
nomogram for predicting postoperative early recurrence (≤ 1 year) of hepatocellular …

Deep learning radiomics based on contrast enhanced computed tomography predicts microvascular invasion and survival outcome in early stage hepatocellular …

Y Yang, Y Zhou, C Zhou, X Ma - European Journal of Surgical Oncology, 2022 - Elsevier
Objective To evaluate the performance of a deep learning (DL)-based radiomics strategy on
contrast-enhanced computed tomography (CT) to predict microvascular invasion (MVI) …

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 …

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 …

Imaging to predict prognosis in hepatocellular carcinoma: current and future perspectives

M Ronot, V Chernyak, A Burgoyne, J Chang, H Jiang… - Radiology, 2023 - pubs.rsna.org
The focus of hepatocellular carcinoma (HCC) research for many years has been on
noninvasive diagnosis. Standardized systematic algorithms composed of combinations of …