MRI radiomics features predict immuno-oncological characteristics of hepatocellular carcinoma

SJ Hectors, S Lewis, C Besa, MJ King, D Said… - European …, 2020 - Springer
radiomics features correlated with immunohistochemical cell type markers for T-cells (CD3),
macrophages (CD68) and endothelial cells (CD31). Radiomics features … , radiomics features

Radiomics of hepatocellular carcinoma

S Lewis, S Hectors, B Taouli - Abdominal Radiology, 2021 - Springer
… of radiomics features across software applications and imaging platforms to allow for high-throughput
radiomics … reference for the development of robust radiomics analysis tools [13]. …

Precision of MRI radiomics features in the liver and hepatocellular carcinoma

G Carbonell, P Kennedy, O Bane, A Kirmani… - European …, 2022 - Springer
radiomics features in HCC and liver parenchyma show relative stability when using the same
MRI system; (2) MRI radiomics features … DWI; and (3) MRI radiomics show excellent inter-…

Radiomics in hepatocellular carcinoma: a quantitative review

T Wakabayashi, F Ouhmich, C Gonzalez-Cabrera… - Hepatology …, 2019 - Springer
… whether radiomics is a useful and reproducible method for clinical management of
hepatocellular carcinoma (HCC) by reviewing the strengths and weaknesses of current radiomics

MRI-based radiomics distinguish different pathological types of hepatocellular carcinoma

X Wang, S Wang, X Yin, Y Zheng - Computers in biology and medicine, 2022 - Elsevier
… quantitative features from ART, PVE, and DL phase to assess the ability of radiomics features
… Among the 8 selected features, there are 1 low-order feature, 3 wavelet features and 4 LoG …

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

E Harding‐Theobald, J Louissaint… - Alimentary …, 2021 - Wiley Online Library
Radiomic features demonstrated good … features for diagnostic and prognostic radiomic
tools included analyses of imaging skewness, analysis of the peritumoural region, and feature

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
… In conclusion, radiomic features offer notable advantages over existing prognostic sources
hepatocellular carcinoma (HCC). Our radiomics models with pre- and postresection features

State-of-the-art in radiomics of hepatocellular carcinoma: a review of basic principles, applications, and limitations

JM Miranda Magalhaes Santos… - Abdominal …, 2020 - Springer
… have evaluated the use of radiomics in patients with hepatocellular carcinoma (HCC) with
… of radiomics into clinical routine. In this article, we will review the concepts of radiomics and …

[HTML][HTML] MRI-based radiomic features help identify lesions and predict histopathological grade of hepatocellular carcinoma

V Brancato, N Garbino, M Salvatore, C Cavaliere - Diagnostics, 2022 - mdpi.com
… MRI radiomic features in discriminating the differentiation degree of HCC [37,38,39,40].
However, linking robust radiomics features with … the ability of radiomic features extrapolated from …

Predicting the grade of hepatocellular carcinoma based on non-contrast-enhanced MRI radiomics signature

M Wu, H Tan, F Gao, J Hai, P Ning, J Chen, S Zhu… - European …, 2019 - Springer
… The radiomics features of tumours based on both T1-weighted imaging (WI) and T2WI were
extracted by using Matrix Laboratory (MATLAB), and radiomics … using radiomics signatures, …