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Updated: Jan 21, 2026

A Swin Transformer-Based Model for Thyroid Nodule Detection in Ultrasound Images
Published on: April 21, 2023
Thyroid nodules in children and adolescents.
1Division of Endocrinology and Diabetes, The Thyroid Center, Children's Hospital of Philadelphia, Associate Professor of Pediatrics, The Perelman School of Medicine, The University of Pennsylvania, Philadelphia, Pennsylvania, USA.
Pediatric thyroid nodules have a higher cancer risk than adult nodules. Recent updates enhance diagnosis and management, especially for indeterminate cases, improving care for children and adolescents.
Area of Science:
- Endocrinology
- Pediatric Oncology
- Diagnostic Imaging
Background:
- Pediatric thyroid nodules carry a 2-3 times higher risk of malignancy compared to adults.
- The American Thyroid Association (ATA) released guidelines in 2015 for pediatric thyroid nodule and differentiated thyroid cancer management.
- Clinical practice requires updates to reflect recent advancements in the field.
Purpose of the Study:
- To review recent literature on pediatric thyroid nodule evaluation and management.
- To propose integration of new findings into clinical practice.
- To enhance the care of pediatric patients with thyroid nodules.
Main Methods:
- Literature review of recent additions to the scientific and clinical landscape.
- Analysis of updated diagnostic tools and risk stratification methods.
- Synthesis of findings for clinical application.
Main Results:
- Ultrasound-based scoring systems are refined for better fine needle aspiration selection.
- Pediatric-specific malignancy risks within The Bethesda System for Reporting Thyroid Cytopathology are better defined.
- Oncogene landscape research supports adjunct testing for indeterminate nodules.
Conclusions:
- Significant literature updates exist since the 2015 ATA guidelines.
- Integrating these advancements in multidisciplinary, pediatric-specific centers is crucial.
- Improved care for pediatric thyroid nodules is achievable through updated clinical practice.
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