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A Swin Transformer-Based Model for Thyroid Nodule Detection in Ultrasound Images
Published on: April 21, 2023
Sonographic Evaluation of Pediatric Thyroid Nodules.
Alex C Essenmacher1, Peter H Joyce1, Simon C Kao1
1From the Department of Radiology (A.C.E., S.C.K., M.P.D., Y.S.) and Stead Family Department of Pediatrics (L.M.P.), University of Iowa Hospitals and Clinics, 200 Hawkins Dr, Iowa City, IA 52246; the University of Central Florida College of Medicine, Orlando, Fla (P.H.J.); and the Department of Radiology, Nemours Children's Health System, Nemours Children's Hospital, Orlando, Fla (M.E., C.M.J., D.J.P.).
Pediatric thyroid nodules require a modified ultrasonography (US) approach due to higher malignancy risk. This review details US features, clinical factors, and management strategies for pediatric thyroid cancer.
Area of Science:
- Radiology
- Pediatric Endocrinology
- Oncology
Background:
- Thyroid nodules are common in adults but less so in children.
- Pediatric thyroid nodules have a higher probability of malignancy compared to adults.
- A systematic ultrasonography (US) approach is crucial for evaluating thyroid nodules.
Purpose of the Study:
- To review US features of pediatric thyroid nodules and their predictive capacity for malignancy.
- To discuss clinical information, risk factors, and genetic syndromes relevant to pediatric thyroid cancer.
- To explore current literature, controversies, and management strategies for pediatric thyroid cancer.
Main Methods:
- Review of ultrasonography (US) features of thyroid nodules.
- Analysis of clinical information, risk factors, and genetic syndromes in pediatric patients.
- Synthesis of current literature and expert consensus on diagnosis and management.
Main Results:
- Specific US features can predict malignancy risk in pediatric thyroid nodules.
- Clinical factors and genetic syndromes are important indicators for early manifestation of thyroid malignancy.
- Established risk stratification models aid in guiding management and biopsy decisions.
Conclusions:
- A modified US evaluation strategy is essential for pediatric thyroid nodules.
- Understanding pediatric-specific clinical features and risk factors improves cancer detection.
- Further research and standardized guidelines are needed for optimal diagnosis and management of pediatric thyroid cancer.
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