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 …

[HTML][HTML] Radiomics in oncology, part 1: technical principles and gastrointestinal application in CT and MRI

D Caruso, M Polici, M Zerunian, F Pucciarelli, G Guido… - Cancers, 2021 - mdpi.com
Simple Summary Part I is an overview aimed to investigate some technical principles and
the main fields of radiomic application in gastrointestinal oncologic imaging (CT and MRI) …

[HTML][HTML] There is no such thing as a validated prediction model

B Van Calster, EW Steyerberg, L Wynants… - BMC medicine, 2023 - Springer
Background Clinical prediction models should be validated before implementation in clinical
practice. But is favorable performance at internal validation or one external validation …

Predicting microvascular invasion in hepatocellular carcinoma: a dualinstitution study on gadoxetate disodiumenhanced MRI

H Jiang, J Wei, F Fu, H Wei, Y Qin, T Duan… - Liver …, 2022 - Wiley Online Library
Abstract Background & Aims Microvascular invasion (MVI) is an important risk factor in
hepatocellular carcinoma (HCC), but its diagnosis mandates postoperative histopathologic …

Pathologic, molecular, and prognostic radiologic features of hepatocellular carcinoma

KJ Fowler, A Burgoyne, TJ Fraum, M Hosseini… - Radiographics, 2021 - pubs.rsna.org
Hepatocellular carcinoma (HCC) is a malignancy with variable biologic aggressiveness
based on the tumor grade, presence or absence of vascular invasion, and pathologic and …

VICT2 trait: Prognostic alternative to peritumoral hepatobiliary phase hypointensity in HCC

H Jiang, H Wei, T Yang, Y Qin, Y Wu, W Chen, Y Shi… - Radiology, 2023 - pubs.rsna.org
Background Peritumoral hepatobiliary phase (HBP) hypointensity is an established
prognostic imaging feature in hepatocellular carcinoma (HCC), often associated with …

TED: Two-stage expert-guided interpretable diagnosis framework for microvascular invasion in hepatocellular carcinoma

Y Zhou, SW Sun, QP Liu, X Xu, Y Zhang… - Medical Image Analysis, 2022 - Elsevier
Microvascular invasion (MVI) has been clinically recognized as a prognostic factor for
hepatocellular carcinoma (HCC) after surgical treatment. Detection of MVI before surgical …

MRIbased radiomics and deep learning in biological characteristics and prognosis of hepatocellular carcinoma: Opportunities and challenges

T Xia, B Zhao, B Li, Y Lei, Y Song… - Journal of Magnetic …, 2024 - Wiley Online Library
Hepatocellular carcinoma (HCC) is the fifth most common malignancy and the third leading
cause of cancerrelated death worldwide. HCC exhibits strong intertumor heterogeneity …

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 …

Evaluation of perfusion CT and dual-energy CT for predicting microvascular invasion of hepatocellular carcinoma

M Lewin, A Laurent-Bellue, C Desterke, A Radu… - Abdominal …, 2022 - Springer
Purpose Evaluation of perfusion CT and dual-energy CT (DECT) quantitative parameters for
predicting microvascular invasion (MVI) of hepatocellular carcinoma (HCC) prior to surgery …