Related Experiment Video
Updated: Jun 12, 2026

A Swin Transformer-Based Model for Thyroid Nodule Detection in Ultrasound Images
Published on: April 21, 2023
Observer variability in the sonographic evaluation of thyroid nodules.
Chang Suk Park1, Sung Hun Kim, So Lyung Jung
1Department of Radiology, College of Medicine, The Catholic University of Korea, Seoul, 403-720, Korea.
The study found high agreement among radiologists when using specific guidelines for describing and categorizing thyroid nodules on ultrasound. These findings indicate improved consistency in thyroid nodule assessment using the TSGKSNRHNR guidelines.
Area of Science:
- Radiology
- Oncology
- Medical Imaging
Background:
- Thyroid nodules are common, and accurate characterization is crucial for diagnosis and management.
- Ultrasonography (US) is the primary imaging modality for evaluating thyroid nodules.
- Standardized guidelines are needed to reduce variability in US interpretation.
Purpose of the Study:
- To evaluate inter- and intraobserver variability in the description and diagnostic categorization of sonographic features of thyroid nodules.
- To assess the diagnostic accuracy of the "Guidelines for diagnostic thyroid ultrasonography" proposed by the Thyroid Study Group of the Korean Society of Neuroradiology and Head and Neck Radiology (TSGKSNRHNR).
Main Methods:
- Analysis of US findings for 72 malignant and 61 benign thyroid nodules by five radiologists.
- Two separate analyses were performed at a 6-week interval.
- Inter- and intraobserver variabilities were calculated using Cohen's kappa statistics; sensitivity, specificity, PPV, and NPV were determined.
Main Results:
- Substantial agreement (k=0.64) was observed for internal content (solid vs. cystic).
- Moderate agreement was found for shape, echogenicity, calcification, and diagnostic categories (k=0.42-0.57).
- Fair agreement was noted for margin, echotexture, and capsule invasion (k=0.26-0.34); intraobserver agreement was moderate to substantial for most features.
Conclusions:
- High degrees of inter- and intraobserver agreement were achieved using the TSGKSNRHNR guidelines for thyroid nodule description and categorization.
- The guidelines facilitate consistent and reliable sonographic assessment of thyroid nodules.
Related Concept Videos
Ultrasonography
During an ultrasonography procedure, a handheld device called a...
The Thyroid Gland
The follicles have a central cavity lined by simple cuboidal to squamous epithelial cells called follicular cells. These cells produce the glycoprotein...
Imaging Studies II: Ultrasonography
Hyperthyroidism II: Pathophysiology
Goiter
Synthesis and Regulation of Thyroid Hormones
Upon reaching the thyroid gland, TSH stimulates the follicular cells' active uptake of iodide ions from the blood. The ions diffuse to the apical surface of the cells and are oxidized to iodine. The iodine is then...
