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 …

A large annotated medical image dataset for the development and evaluation of segmentation algorithms

AL Simpson, M Antonelli, S Bakas, M Bilello… - arxiv preprint arxiv …, 2019 - arxiv.org
Semantic segmentation of medical images aims to associate a pixel with a label in a medical
image without human initialization. The success of semantic segmentation algorithms is …

The role of radiomics and AI technologies in the segmentation, detection, and management of hepatocellular carcinoma

D Fahmy, A Alksas, A Elnakib, A Mahmoud, H Kandil… - Cancers, 2022 - mdpi.com
Simple Summary As a primary hepatic tumor, hepatocellular carcinoma (HCC) is the most
prevalent kind. Recent developments in magnetic resonance imaging (MRI) and computed …

A radiomics nomogram for preoperative prediction of microvascular invasion in hepatocellular carcinoma

L Yang, D Gu, J Wei, C Yang, S Rao, W Wang, C Chen… - Liver cancer, 2019 - karger.com
Background: Radiomics has emerged as a new approach that can help identify imaging
information associated with tumor pathophysiology. We developed and validated a …

Preoperative identification of microvascular invasion in hepatocellular carcinoma by XGBoost and deep learning

YQ Jiang, SE Cao, S Cao, JN Chen, GY Wang… - Journal of cancer …, 2021 - Springer
Purpose Microvascular invasion (MVI) is a valuable predictor of survival in hepatocellular
carcinoma (HCC) patients. This study developed predictive models using eXtreme Gradient …

Influence of CT acquisition and reconstruction parameters on radiomic feature reproducibility

A Midya, J Chakraborty, M Gönen… - Journal of Medical …, 2018 - spiedigitallibrary.org
High-dimensional imaging features extracted from diagnostic imaging, called radiomics, are
increasingly reported for diagnosis, prognosis, and response to therapy. Establishing the …

Contrast‐enhanced CT radiomics for preoperative evaluation of microvascular invasion in hepatocellular carcinoma: a two‐center study

X Zhang, S Ruan, W **ao, 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 …

Radiomics-based prediction of microsatellite instability in colorectal cancer at initial computed tomography evaluation

JS Golia Pernicka, J Gagniere, J Chakraborty… - Abdominal …, 2019 - Springer
Purpose To predict microsatellite instability (MSI) status of colon cancer on preoperative CT
imaging using radiomic analysis. Methods This retrospective study involved radiomic …

Drug-eluting bead transarterial chemoembolization combined with FOLFOX-based hepatic arterial infusion chemotherapy for large or huge hepatocellular carcinoma

J Huang, W Huang, M Zhan, Y Guo… - Journal of …, 2021 - Taylor & Francis
Purpose To evaluate the safety and efficacy of drug-eluting bead transarterial
chemoembolization (DEB-TACE) combined with oxaliplatin plus fluorouracil and leucovorin …

Radiomics models for predicting microvascular invasion in hepatocellular carcinoma: a systematic review and radiomics quality score assessment

Q Wang, C Li, J Zhang, X Hu, Y Fan, K Ma, E Sparrelid… - Cancers, 2021 - mdpi.com
Simple Summary Microvascular invasion (MVI) is regarded as a sign of early metastasis in
liver cancer and can be only diagnosed by a histopathology exam in the resected specimen …