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A Swin Transformer-Based Model for Thyroid Nodule Detection in Ultrasound Images
Published on: April 21, 2023
Insights into Ultrasound Features and Risk Stratification Systems in Pediatric Patients with Thyroid Nodules
Carla Gambale1, José Vicente Rocha2, Alessandro Prete1
1Unit of Endocrinology, Department of Clinical and Experimental Medicine, Pisa University Hospital, 56124 Pisa, Italy.
Insights
Pediatric thyroid nodules, while less common, have a higher cancer risk. This study reviews ultrasound features and risk stratification systems to improve diagnosis and management in children.
Area of Science:
- Pediatric Endocrinology
- Radiology
- Oncology
Background:
- Thyroid nodules are less frequent in children than adults but carry a higher risk of malignancy.
- Current ultrasound risk stratification systems (RSSs) are primarily developed for adults and lack validation in pediatric populations.
- Accurate risk assessment is crucial for managing pediatric thyroid nodules, given their higher malignancy potential.
Purpose of the Study:
- To evaluate available data on ultrasound (US) features of thyroid nodules in pediatric patients.
- To summarize evidence on the performance of US risk stratification systems (RSSs) in predicting malignancy in pediatric thyroid nodules.
- To provide insights into the clinical management of thyroid nodules in the pediatric population.
Main Methods:
- Systematic review of existing literature on pediatric thyroid nodules.
- Analysis of studies reporting on ultrasound features and their association with malignancy risk.
- Evaluation of the performance of adult-derived RSSs when applied to pediatric cases.
Main Results:
- Pediatric thyroid nodules exhibit distinct US characteristics compared to adults.
- The efficacy of adult-based RSSs in pediatric patients requires further validation.
- Higher malignancy rates underscore the need for specialized diagnostic approaches in children.
Conclusions:
- Further research is needed to validate and potentially adapt RSSs for pediatric thyroid nodule evaluation.
- Standardized US criteria and risk stratification are essential for optimizing the management of pediatric thyroid nodules.
- Early and accurate diagnosis is critical to guide appropriate treatment and improve outcomes for children with thyroid nodules.
Abstract:
Thyroid nodules in pediatric patients are less common than in adults but show a higher malignancy rate. Accordingly, the management of thyroid nodules in pediatric patients is more complex the younger the patient is, needing careful evaluation by physicians. In adult patients, specific ultrasound (US) features have been associated with an increased risk of malignancy (ROM) in thyroid nodules. Moreover, several US risk stratification systems (RSSs) combining the US features of the nodule were built to define the ROM. RSSs are developed for the adult population and their use has not been fully validated in pediatric patients. This study aimed to evaluate the available data about US features of thyroid nodules in pediatric patients and to provide a summary of the evidence regarding the performance of RSS in predicting malignancy. Moreover, insights into the management of thyroid nodules in pediatric patients will be provided.
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