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 …

Prediction of cervical lymph node metastasis using MRI radiomics approach in papillary thyroid carcinoma: A feasibility study

H Zhang, S Hu, X Wang, J He, W Liu… - … in Cancer Research …, 2020 - journals.sagepub.com
Background: Cervical lymph node (LN) metastasis of papillary thyroid carcinoma (PTC) is
critical for treatment and prognosis. To examine the feasibility of MRI radiomics to …

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

Y Tong, J Zhang, Y Wei, J Yu, W Zhan, H Xia… - BMC medical …, 2022 - Springer
Background An accurate preoperative assessment of cervical lymph node metastasis (LNM)
is important for choosing an optimal therapeutic strategy for papillary thyroid carcinoma …

Prediction of cervical lymph node metastasis in clinically node-negative T1 and T2 papillary thyroid carcinoma using supervised machine learning approach

M Popović Krneta, D Šobić Šaranović… - Journal of Clinical …, 2023 - mdpi.com
Papillary thyroid carcinoma (PTC) is generally considered an indolent cancer. However,
patients with cervical lymph node metastasis (LNM) have a higher risk of local recurrence …

Multiphase dual-energy spectral CT-based deep learning method for the noninvasive prediction of head and neck lymph nodes metastasis in patients with papillary …

D Jin, X Ni, X Zhang, H Yin, H Zhang, L Xu… - Frontiers in …, 2022 - frontiersin.org
Purpose To develop deep learning (DL) models based on multiphase dual-energy spectral
CT for predicting lymph nodes metastasis preoperatively and noninvasively in papillary …

Lymph node metastases in papillary thyroid carcinoma can be predicted by a convolutional neural network: A multi-institution study

A Esce, JP Redemann, GT Olson… - Annals of Otology …, 2023 - journals.sagepub.com
Objectives: The presence of nodal metastases in patients with papillary thyroid carcinoma
(PTC) has both staging and treatment implications. However, lymph nodes are often not …

Radiomics profiling identifies the value of CT features for the preoperative evaluation of lymph node metastasis in papillary thyroid carcinoma

G Yang, F Yang, F Zhang, X Wang, Y Tan, Y Qiao… - Diagnostics, 2022 - mdpi.com
Background: The aim of this study was to identify the increased value of integrating
computed tomography (CT) radiomics analysis with the radiologists' diagnosis and clinical …

Performance of CT-based deep learning in diagnostic assessment of suspicious lateral lymph nodes in papillary thyroid cancer: a prospective diagnostic study

G Zheng, H Zhang, F Lin, M Zafereo… - … Journal of Surgery, 2023 - journals.lww.com
Background: Preoperative evaluation of the metastasis status of lateral lymph nodes (LNs) in
papillary thyroid cancer is challenging. Strategies for using deep learning to diagnosis of …

Deep multimodal learning for lymph node metastasis prediction of primary thyroid cancer

X Wu, M Li, X Cui, G Xu - Physics in Medicine & Biology, 2022 - iopscience.iop.org
Objective. The incidence of primary thyroid cancer has risen steadily over the past decades
because of overdiagnosis and overtreatment through the improvement in imaging …

Development of a clinical-radiomics nomogram that used contrast-enhanced ultrasound images to anticipate the occurrence of preoperative cervical lymph node …

T Wei, W Wei, Q Ma, Z Shen, K Lu… - International journal of …, 2023 - Taylor & Francis
Background and Objectives Papillary thyroid carcinoma (PTC) is a prevalent histological
type of thyroid cancer; however, noninvasive assessment of cervical lymph node metastasis …