The application of a clinical-multimodal ultrasound radiomics model for predicting cervical lymph node metastasis of thyroid papillary carcinoma

The application of a clinical-multimodal ultrasound radiomics model for predicting cervical lymph node metastasis of thyroid papillary carcinoma

BackgroundPTC (papillary thyroid cancer) is a lymphotropic malignancy associated with cervical lymph node metastasis (CLNM, including central and lateral LNM), which compromises the effect of treatment and prognosis of patients. Accurate preoperative identification will provide valuable reference in...

Full description

Saved in:

Bibliographic Details
Main Authors:	Chang Liu, Shangjie Yang, Tian Xue, Qian Zhang, Yanjing Zhang, Yufang Zhao, Guolin Yin, Xiaohui Yan, Ping Liang, Liping Liu
Format:	Article
Language:	English
Published:	Frontiers Media S.A. 2025-01-01
Series:	Frontiers in Oncology
Subjects:	papillary thyroid carcinoma (PTC) cervical lymph node metastasis radiomic multimodal ultrasound imaging contrast-enhanced ultrasound (CEUS) strain elastography-ultrasound (SE-US)
Online Access:	https://www.frontiersin.org/articles/10.3389/fonc.2024.1507953/full
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Preoperative prediction of lymph node metastasis in intrahepatic cholangiocarcinoma: an integrative approach combining ultrasound-based radiomics and inflammation-related markers
by: Yu-ting Peng, et al.
Published: (2025-01-01)

High-risk habitat radiomics model based on ultrasound images for predicting lateral neck lymph node metastasis in differentiated thyroid cancer
by: Han Liu, et al.
Published: (2025-01-01)

Dual-modal radiomics ultrasound model to diagnose cervical lymph node metastases of differentiated thyroid carcinoma: a two-center study
by: Jiajia Tang, et al.
Published: (2025-01-01)

Real-time shear wave elastography in measuring normal ileocolon intestinal wall stiffness using colonoscopy as reference: A single-center research
by: Shuo Wang, et al.
Published: (2025-06-01)

Establishing a radiomics model using contrast-enhanced ultrasound for preoperative prediction of neoplastic gallbladder polyps exceeding 10 mm
by: Dong Jiang, et al.
Published: (2025-02-01)

Long-term ultrasonographic changes of the canine prostate gland after castration
by: Stefano Spada, et al.
Published: (2025-01-01)

Comparing the effect of FUAS and myomectomy on the elasticity of myometrium around targeted uterine fibroid
by: Ziyao Wang, et al.
Published: (2024-12-01)

Integrating intratumoral and peritumoral radiomics with clinical risk factors for prognostic prediction in pancreatic ductal adenocarcinoma patients undergoing combined chemotherapy and HIFU ablation
by: Xuehui Zhang, et al.
Published: (2024-12-01)

Comparison of the efficacy and safety of ultrasound-guided radiofrequency ablation and microwave ablation for the treatment of unifocal papillary thyroid microcarcinoma: a retrospective study
by: Ning Li, et al.
Published: (2024-12-01)

Classification and risk assessment of ovarian-adnexal lesions using parametric and radiomic analysis of co-registered ultrasound-photoacoustic tomographic images
by: Yixiao Lin, et al.
Published: (2025-02-01)

Ultrasound-based radiomics and clinical factors-based nomogram for early intracranial hypertension detection in patients with decompressive craniotomy
by: Zunfeng Fu, et al.
Published: (2025-02-01)

Contrast-enhanced ultrasound of collecting duct carcinoma in the renal: a case report misdiagnosed as renal abscess on computed tomography scan
by: Yunhao Luo, et al.
Published: (2025-01-01)

Improved diagnosis of small cervical lymph node metastasis using postvascular phase perfluorobutane CEUS in cancer patients
by: Naxiang Liu, et al.
Published: (2025-01-01)

Artificial Intelligence in Diagnostic Breast Ultrasound: A Comparative Analysis of Decision Support Among Radiologists With Various Levels of Expertise
by: Filiz Çelebi, et al.
Published: (2025-01-01)

Deep Learning and Radiomics in Triple-Negative Breast Cancer: Predicting Long-Term Prognosis and Clinical Outcomes
by: Cheng C, et al.
Published: (2025-01-01)

Challenges in Diagnosing Focal Liver Lesions Using Contrast-Enhanced Ultrasound
by: Tudor Voicu Moga, et al.
Published: (2024-12-01)

Machine learning for predicting neoadjuvant chemotherapy effectiveness using ultrasound radiomics features and routine clinical data of patients with breast cancer
by: Pu Zhou, et al.
Published: (2025-01-01)

Interpretable machine learning models for predicting skip metastasis in cN0 papillary thyroid cancer based on clinicopathological and elastography radiomics features
by: Xiaohua Yao, et al.
Published: (2025-01-01)

Value of contrast-enhanced ultrasound in diagnosis of thrombus in inferior vena cava filter
by: ZHANG Jian, QIAN Weiqing, YI Xiaolei
Published: (2024-09-01)

Decoding VExUS: a practical guide for excelling in point-of-care ultrasound assessment of venous congestion
by: Taweevat Assavapokee, et al.
Published: (2024-11-01)

Application of Ultrasound Radiomics in Differentiating Benign from Malignant Breast Nodules in Women with Post-Silicone Breast Augmentation
by: Ling Hao, et al.
Published: (2025-01-01)

Diagnosis of Malignant Endometrial Lesions from Ultrasound Radiomics Features and Clinical Variables Using Machine Learning Methods
by: Shanshan Li, et al.
Published: (2025-01-01)

Clinical implications of Delphian lymph node metastasis in papillary thyroid carcinoma: a single-institution study, systemic review and meta-analysis
by: Bin Wang, et al.
Published: (2019-08-01)

Application and Thinking of Deep Learning in Predicting Lateral Cervical Lymph Node Metastasis of Papillary Thyroid Cancer
by: Shengli SHAO, et al.
Published: (2025-01-01)

Therapeutic ultrasound transducer technology and monitoring techniques: a review with clinical examples
by: Maxime Lafond, et al.
Published: (2024-12-01)

Thoracolumbar fascia ultrasound shear strain differs between low back pain and asymptomatic individuals: expanding the evidence
by: Norio Tomita, et al.
Published: (2025-01-01)

Diagnostic ultrasound enhances, then reduces, exogenously induced brain activity of mice
by: Henry Tan, et al.
Published: (2025-02-01)

A case report: Endobronchial ultrasound guided biopsy of radiographically normal size thoracic lymph nodes supporting diagnosis of cardiac sarcoidosis
by: Jee Young You, et al.
Published: (2025-01-01)

Combination of inflammatory proteins in serum can be used to diagnose papillary thyroid carcinoma with lymph node metastasis
by: Yongqin Pan, et al.
Published: (2025-01-01)

Acute effects of proprioceptive neuromuscular facilitation stretching on rectus femoris muscle stiffness: a dose-response shear-wave elastography study
by: Sara Kranjc, et al.
Published: (2025-01-01)

The role of endoscopic ultrasound in the diagnosis and characterization of focal liver lesions
by: Ahmed Morad Hashim, et al.
Published: (2024-12-01)

Validation of a tele-robotic ultrasound system for abdomen and thyroid gland explorations: a comparison with standard ultrasound
by: Andreu Antolin, et al.
Published: (2025-01-01)

Pretreatment level of circulating tumor cells is associated with lymph node metastasis in papillary thyroid carcinoma patients with ≤ 55 years old
by: Ming Yu, et al.
Published: (2025-01-01)

A New Deep Learning-Based Method for Automated Identification of Thoracic Lymph Node Stations in Endobronchial Ultrasound (EBUS): A Proof-of-Concept Study
by: Øyvind Ervik, et al.
Published: (2025-01-01)

Ultrasound of the knee in rheumatology
by: Girish Gandikota
Published: (2018-01-01)

Integrative analysis of 5-methylcytosine associated signature in papillary thyroid cancer
by: Ying Ding, et al.
Published: (2025-02-01)

Thermal ablation for the treatment of malignant thyroid nodules: present and future
by: Yan Hu, et al.
Published: (2024-12-01)

Comprehensive Ultrasound Diagnosis of Sigmoid Diverticulitis
by: A. I. Кoushnerou, et al.
Published: (2021-12-01)

Relationship Between Diaphragm Function and Sarcopenia Assessed by Ultrasound: A Cross-Sectional Study
by: Takahiro Shinohara, et al.
Published: (2025-01-01)

Can handheld ultrasound probes reliably measure transabdominal prostate and bladder volumes? A prospective randomized point-of-care ultrasound study
by: Henry C. Wright, et al.
Published: (2025-02-01)