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A Swin Transformer-Based Model for Thyroid Nodule Detection in Ultrasound Images
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The Management of Thyroid Nodules
1Department of Otorhinolaryngology, Ankara Atatürk Training and Research Hospital, Ankara, Turkey.
Turkish Archives of Otorhinolaryngology
|February 3, 2018
Summary
Thyroid nodules are common, with ultrasonography detecting them in most people. The main goal is identifying malignant nodules using methods like ultrasound-guided fine-needle aspiration biopsy.
Area of Science:
- Endocrinology
- Diagnostic Imaging
- Pathology
Background:
- Thyroid nodules are highly prevalent, detected in 3-7% by palpation and 70% by ultrasonography (USG).
- Approximately 5-15% of thyroid nodules are malignant, necessitating accurate detection methods.
Purpose of the Study:
- To outline the primary aims and common diagnostic methods for thyroid nodule examination.
- To discuss the challenges in diagnosing nodules with indeterminate fine-needle aspiration biopsy (FNAB) results.
Main Methods:
- Medical history and physical examination.
- Ultrasonography (USG) and ultrasound-guided fine-needle aspiration biopsy (FNAB).
- On-site assessment of FNA specimens to reduce non-diagnostic results.
Main Results:
- USG and FNAB are standard diagnostic tools for thyroid nodules.
- Ultrasound-guided FNAB with on-site assessment improves diagnostic accuracy.
- The "atypia of undetermined significance" category presents diagnostic challenges.
Conclusions:
- Accurate detection of malignant thyroid nodules is crucial.
- Developing methods like molecular markers and elastography are under investigation for indeterminate cases.
- Current routine examination relies on established USG and FNAB techniques due to cost-benefit considerations.
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