Multiparameter MRI-based radiomics for preoperative prediction of extramural venous invasion in rectal cancer

Z Shu, D Mao, Q Song, Y Xu, P Pang, Y Zhang - European Radiology, 2022 - Springer
Objectives To compare multiparameter MRI-based radiomics for preoperative prediction of
extramural venous invasion (EMVI) in rectal cancer using different machine learning …

Machine learning-based radiomics nomogram for detecting extramural venous invasion in rectal cancer

S Liu, X Yu, S Yang, P Hu, Y Hu, X Chen, Y Li… - Frontiers in …, 2021 - frontiersin.org
Objective To establish and validate a radiomics nomogram based on the features of the
primary tumor for predicting preoperative pathological extramural venous invasion (EMVI) in …

Preoperative evaluation of extramural venous invasion in rectal cancer using radiomics analysis of relaxation maps from synthetic MRI

L Zhao, M Liang, S Wang, Y Yang, H Zhang… - Abdominal Radiology, 2021 - Springer
Objective To establish a radiomics nomogram based on relaxation maps for predicting the
extramural venous invasion (EMVI) of rectal cancer (RC) and compare the diagnostic …

Preoperative prediction of extramural venous invasion in rectal cancer: comparison of the diagnostic efficacy of radiomics models and quantitative dynamic contrast …

X Yu, W Song, D Guo, H Liu, H Zhang, X He… - Frontiers in …, 2020 - frontiersin.org
Background: To compare the diagnostic performance of radiomics models with that of
dynamic contrast-enhanced magnetic resonance imaging (DCE-MRI) perfusion parameters …

Value of texture analysis based on dynamic contrast-enhanced magnetic resonance imaging in preoperative assessment of extramural venous invasion in rectal …

J Fang, W Sun, D Wu, P Pang, X Guo, C Yu, W Lu… - Insights into …, 2022 - Springer
Objective Accurate preoperative assessment of extramural vascular invasion (EMVI) is
critical for the treatment and prognosis of rectal cancer. The aim of our research was to …

Radiomics features at multiparametric MRI predict disease-free survival in patients with locally advanced rectal cancer

Y Cui, G Wang, J Ren, L Hou, D Li, Q Wen, Y Xi… - Academic …, 2022 - Elsevier
Objective To investigate the potential value of radiomics features based on preoperative
multiparameter MRI in predicting disease-free survival (DFS) in patients with local advanced …

Biparametric magnetic resonance imaging-based radiomics features for prediction of lymphovascular invasion in rectal cancer

P Tong, D Sun, G Chen, J Ni, Y Li - BMC cancer, 2023 - Springer
Background Preoperative assessment of lymphovascular invasion (LVI) of rectal cancer has
very important clinical significance. However, accurate preoperative imaging evaluation of …

Preoperative prediction of extramural venous invasion in rectal cancer by dynamic contrast-enhanced and diffusion weighted MRI: a preliminary study

W Ao, X Zhang, X Yao, X Zhu, S Deng, J Feng - BMC Medical Imaging, 2022 - Springer
Background To explore the value of the quantitative dynamic contrast-enhanced magnetic
resonance imaging (DCE-MRI) and diffusion-weighted imaging (DWI) parameters in …

Prognostic value of MRI in assessing extramural venous invasion in rectal cancer: multi-readers' diagnostic performance

JS Bae, SH Kim, BY Hur, W Chang, J Park, HE Park… - European …, 2019 - Springer
Objectives This study was conducted in order to determine the prognostic value of MRI for
extramural venous invasion (EMVI) in rectal cancer compared to pathology and to assess …

Magnetic resonance imaging-detected extramural venous invasion in rectal cancer before and after preoperative chemoradiotherapy: diagnostic performance and …

ES Lee, MJ Kim, SC Park, BY Hur, JH Hyun… - European …, 2018 - Springer
Objectives We evaluated the diagnostic performance of magnetic resonance imaging (MRI)
in terms of identifying extramural venous invasion (EMVI) in rectal cancer patients with …