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A Swin Transformer-Based Model for Thyroid Nodule Detection in Ultrasound Images
Published on: April 21, 2023
Diagnostic features of thyroid nodules in pediatrics
Andrea Corrias1, Alessandro Mussa, Federico Baronio
1Department of Pediatric Endocrinology and Diabetology, University of Torino, Regina Margherita Children's Hospital, Piazza Polonia 94, 10126 Turin, Italy. corrand@libero.it
This study analyzed pediatric thyroid nodules, finding distinct characteristics in hyperthyroid patients and identifying key indicators for malignancy. A stepwise diagnostic approach is recommended for accurate diagnosis.
Area of Science:
- Pediatric Endocrinology
- Oncology
- Radiology
Background:
- Thyroid nodules are common in children, requiring careful evaluation to distinguish benign from malignant conditions.
- Understanding the differences between hyperthyroid and euthyroid patients with thyroid nodules is crucial for diagnosis.
Purpose of the Study:
- To determine the frequency of different histotypes in pediatric thyroid nodules.
- To identify clinical, laboratory, and ultrasonographic differences between hyperthyroid and euthyroid patients.
- To differentiate between benign and malignant nodules in pediatric patients.
Main Methods:
- Retrospective cohort study of 120 pediatric patients with thyroid nodules across 9 Italian centers over 10 years.
- Utilized Doppler ultrasonography, scintiscan, fine-needle aspiration biopsy, and surgicalhistology for data collection.
- Evaluated clinical, laboratory, and ultrasonographic data to identify distinguishing features.
Main Results:
- Hyperthyroid patients presented with more compressive signs, larger nodules, specific vascularization patterns, and increased scintiscan uptake.
- Fine-needle aspiration biopsy revealed 77 benign, 19 malignant, and 8 suspicious lesions.
- Malignant nodules in euthyroid patients were associated with palpable lymph nodes, compressive signs, microcalcifications, and intranodular vascularization.
Conclusions:
- A stepwise diagnostic approach integrating clinical, laboratory, and imaging modalities is essential for pediatric thyroid nodules.
- Ultrasonography aids in identifying nodules and characterizing suspicious lesions.
- Scintiscan is valuable for hyperthyroid patients, while fine-needle aspiration biopsy is key for euthyroid patients.
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