Systematic review of the radiomics quality score applications: an EuSoMII Radiomics Auditing Group Initiative

G Spadarella, A Stanzione, T Akinci D'Antonoli… - European …, 2023 - Springer
Objective The main aim of the present systematic review was a comprehensive overview of
the Radiomics Quality Score (RQS)–based systematic reviews to highlight common issues …

Oncologic imaging and radiomics: a walkthrough review of methodological challenges

A Stanzione, R Cuocolo, L Ugga, F Verde, V Romeo… - Cancers, 2022 - mdpi.com
Simple Summary Radiomics could increase the value of medical images for oncologic
patients, allowing for the identification of novel imaging biomarkers and building prediction …

Current status and quality of radiomic studies for predicting KRAS mutations in colorectal cancer patients: A systematic review and meta‑analysis

LL Jia, JX Zhao, LP Zhao, JH Tian, G Huang - European Journal of …, 2023 - Elsevier
Purpose The purpose of this study was to evaluate the methodological quality of radiomics-
based studies for noninvasive, preoperative prediction of Kirsten rat sarcoma (KRAS) …

Systematic review with radiomics quality score of cholangiocarcinoma: an EuSoMII Radiomics Auditing Group Initiative

R Cannella, F Vernuccio, ME Klontzas… - Insights into …, 2023 - Springer
Objectives To systematically review current research applications of radiomics in patients
with cholangiocarcinoma and to assess the quality of CT and MRI radiomics studies …

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 …

Quality of radiomics for predicting microvascular invasion in hepatocellular carcinoma: a systematic review

E Yuan, Y Chen, B Song - European Radiology, 2023 - Springer
Objectives To comprehensively evaluate the reporting quality, risk of bias, and radiomics
methodology quality of radiomics models for predicting microvascular invasion in …

Radiomics in abdominopelvic solid-organ oncologic imaging: current status

X Liu, MG Elbanan, A Luna, MA Haider… - American Journal of …, 2022 - Am Roentgen Ray Soc
Radiomics is the process of extraction of high-throughput quantitative imaging features from
medical images. These features represent noninvasive quantitative biomarkers that go …

[HTML][HTML] A multi-parametric radiomics nomogram for preoperative prediction of microvascular invasion status in intrahepatic cholangiocarcinoma

X Qian, X Lu, X Ma, Y Zhang, C Zhou, F Wang… - Frontiers in …, 2022 - frontiersin.org
Background: Intrahepatic cholangiocarcinoma (ICC) is the second most common primary
liver cancer with increasing incidence in the last decades. Microvascular invasion (MVI) is a …

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] The Feasibility of Combining ADC Value With Texture Analysis of T2WI, DWI and CE-T1WI to Preoperatively Predict the Expression Levels of Ki-67 and p53 …

X Jiang, H Jia, Z Zhang, C Wei, C Wang… - Frontiers in …, 2022 - frontiersin.org
Purpose To evaluate the feasibility of apparent diffusion coefficient (ADC) value combined
with texture analysis (TA) in preoperatively predicting the expression levels of Ki-67 and p53 …