Dynamic contrast‐enhanced MRI model selection for predicting tumor aggressiveness in papillary thyroid cancers

R Paudyal, Y Lu, V Hatzoglou, A Moreira… - NMR in …, 2020 - Wiley Online Library
The purpose of this study was to identify the optimal tracer kinetic model from T1‐weighted
dynamic contrast‐enhanced magnetic resonance imaging (DCE‐MRI) data and evaluate …

Multimodality MRI-based radiomics for aggressiveness prediction in papillary thyroid cancer

Z Dai, R Wei, H Wang, W Hu, X Sun, J Zhu, H Li… - BMC medical …, 2022 - Springer
Objective To investigate the ability of a multimodality MRI-based radiomics model in
predicting the aggressiveness of papillary thyroid carcinoma (PTC). Methods This study …

Machine learning-based multiparametric MRI radiomics for predicting the aggressiveness of papillary thyroid carcinoma

H Wang, B Song, N Ye, J Ren, X Sun, Z Dai… - European Journal of …, 2020 - Elsevier
Purpose To investigate the predictive capability of machine learning-based multiparametric
magnetic resonance (MR) imaging radiomics for evaluating the aggressiveness of papillary …

Magnetic resonance imaging (MRI) radiomics of papillary thyroid cancer (PTC): A comparison of predictive performance of multiple classifiers modeling to identify …

H Qin, Q Que, P Lin, X Li, X Wang, Y He, J Chen… - La radiologia …, 2021 - Springer
Purpose To compare predictive efficiency of multiple classifiers modeling and establish a
combined magnetic resonance imaging (MRI) radiomics model for identifying lymph node …

Using diffusion-weighted MRI to predict aggressive histological features in papillary thyroid carcinoma: a novel tool for pre-operative risk stratification in thyroid cancer

Y Lu, AL Moreira, V Hatzoglou, HE Stambuk, M Gonen… - Thyroid, 2015 - liebertpub.com
Background: Initial management recommendations of papillary thyroid carcinoma (PTC) are
very dependent on preoperative studies designed to evaluate the presence of PTC with …

[HTML][HTML] Can diffusion-weighted MR imaging be used as a tool to predict extrathyroidal extension in papillary thyroid carcinoma?

S Hu, H Zhang, X Wang, Z Sun, Y Ge, J Li, W Dou - Academic Radiology, 2021 - Elsevier
Rationale and Objectives To evaluate whether quantitative diffusion-weighted MR imaging
(DWI) with multi-b values can be used as a tool to predict the aggressiveness by using the …

Magnetic resonance imaging in the prediction of aggressive histological features in papillary thyroid carcinoma

B Song, H Wang, Y Chen, W Liu, R Wei, Z Dai, W Hu… - Medicine, 2018 - journals.lww.com
Magnetic resonance imaging in the prediction of aggressive h... : Medicine Magnetic resonance
imaging in the prediction of aggressive histological features in papillary thyroid carcinoma …

[HTML][HTML] MRI-based radiomics analysis to predict preoperative lymph node metastasis in papillary thyroid carcinoma

W Hu, H Wang, R Wei, L Wang, Z Dai, S Duan… - Gland …, 2020 - ncbi.nlm.nih.gov
Background The aim of the present study was to develop a magnetic resonance imaging
(MRI) radiomics model and evaluate its clinical value in predicting preoperative lymph node …

Predicting extrathyroidal extension in papillary thyroid carcinoma using a clinical-radiomics nomogram based on B-mode and contrast-enhanced ultrasound

L Jiang, S Guo, Y Zhao, Z Cheng, X Zhong, P Zhou - Diagnostics, 2023 - mdpi.com
Papillary thyroid carcinoma (PTC) is the most common pathological type of thyroid cancer.
PTC patients with extrathyroidal extension (ETE) are associated with poor prognoses. The …

Radiomics based on multiparametric MRI for extrathyroidal extension feature prediction in papillary thyroid cancer

R Wei, H Wang, L Wang, W Hu, X Sun, Z Dai, J Zhu… - BMC medical …, 2021 - Springer
Background To determine the predictive capability of MRI-based radiomics for extrathyroidal
extension detection in papillary thyroid cancer (PTC) pre-surgically. Methods The present …