Association between radiomics signature and disease-free survival in conventional papillary thyroid carcinoma

VY Park, K Han, E Lee, EK Kim, HJ Moon, JH Yoon… - Scientific reports, 2019 - nature.com
… a conventional ultrasound (US)-based radiomics signature to estimate disease-free survival
(DFS) in patients with conventional … of 768 patients with conventional PTC who were treated …

Radiomics signature for prediction of lateral lymph node metastasis in conventional papillary thyroid carcinoma

VY Park, K Han, HJ Kim, E Lee, JH Youk, EK Kim… - PLoS …, 2020 - journals.plos.org
… for thyroid malignancy, but it is operator dependent. We aimed to develop a radiomics signature
using US images of the primary tumorconventional papillary thyroid carcinoma (cPTC). …

Radiomics in predicting mutation status for thyroid cancer: A preliminary study using radiomics features for predicting BRAFV600E mutations in papillary thyroid …

JH Yoon, K Han, E Lee, J Lee, EK Kim, HJ Moon… - PloS one, 2020 - journals.plos.org
… In both total 527 cancers and 389 conventional PTC<20-mm, Radiomics Score was the single
factor … analysis, and combining the selected features into a radiomics signature [23]. The …

Extrathyroidal extension prediction of papillary thyroid cancer with computed tomography based radiomics nomogram: A multicenter study

P Yu, X Wu, J Li, N Mao, H Zhang, G Zheng… - Frontiers in …, 2022 - frontiersin.org
… However, it is difficult to accurately predict ETE based only on traditional images, and obtain
… of the radiomics-based models built by using each classifier. Finally, a radiomics signature (…

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
Traditional treatment options for PTC include total and subtotal thyroidectomies, with or …
selection, and could combine these radiomic features to generate a radiomic signature [32, 33]. A …

[HTML][HTML] A radiomic nomogram for the ultrasound-based evaluation of extrathyroidal extension in papillary thyroid carcinoma

X Wang, EA Agyekum, Y Ren, J Zhang, Q Zhang… - Frontiers in …, 2021 - frontiersin.org
radiomic signature consisted of six radiomic features determined in ultrasound images. The
radiomic nomogram included the parameters tumorradiomic features than conventional 2D …

Radiomics analysis of dual-energy CT-derived iodine maps for diagnosing metastatic cervical lymph nodes in patients with papillary thyroid cancer

Y Zhou, GY Su, H Hu, YQ Ge, Y Si, MP Shen, XQ Xu… - European …, 2020 - Springer
… model showed better diagnostic performance than conventional CT imaging features alone.
Our results provided evidence that radiomics signature, especially when integrated with CT …

Radiomics in differentiated thyroid cancer and nodules: explorations, application, and limitations

Y Cao, X Zhong, W Diao, J Mu, Y Cheng, Z Jia - Cancers, 2021 - mdpi.com
… (SM), traditional radiomics model (RM)… radiomic signature and widely invasive histology
are related to distant metastasis. Moreover, the AUC of the thyroid ultrasound radiomic signature

[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
… features’ subset to construct the radiomics signature. Predictive performance was validated
using … In this study, we incorporated diffusion MRI in addition to conventional morphological …

… -based radiomics analysis for preoperative prediction of central and lateral cervical lymph node metastasis in papillary thyroid carcinoma: a multi-institutional study

Y Tong, J Zhang, Y Wei, J Yu, W Zhan, H Xia… - BMC medical …, 2022 - Springer
Radiomics features were extracted from conventional US images. LASSO … the radiomics
signature. Two nomograms integrating independent clinical variables and radiomics signature