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A Swin Transformer-Based Model for Thyroid Nodule Detection in Ultrasound Images
Published on: April 21, 2023
Epidemiology of thyroid nodules
1Division of Endocrinology, Diabetes, Metabolism, and Nutrition, Mayo Clinic, 200 First Street SW, Rochester, MN 55905, USA.
Best Practice & Research. Clinical Endocrinology & Metabolism
|December 2, 2008
Summary
Thyroid nodules are common, often benign, and increasingly detected with ultrasound. Their prevalence varies by detection method, age, sex, and iodine levels, with management remaining controversial.
Area of Science:
- Endocrinology
- Radiology
- Pathology
Background:
- Thyroid nodules are highly prevalent, with detection rates varying significantly based on diagnostic methods.
- Nodule incidence is influenced by factors including age, sex, iodine deficiency, and radiation exposure.
- The increasing use of sensitive imaging techniques leads to more frequent incidental thyroid nodule discovery.
Purpose of the Study:
- To review the prevalence and detection methods of thyroid nodules.
- To highlight the role of ultrasonography in evaluating thyroid nodules.
- To discuss the controversial aspects of managing incidental thyroid nodules (incidentalomas).
Main Methods:
- Literature review of studies on thyroid nodule prevalence using palpation, ultrasound, and autopsy data.
- Discussion of ultrasonography as the primary imaging modality for thyroid nodule evaluation.
- Analysis of factors influencing nodule incidence.
Main Results:
- Prevalence estimates range from 2-6% (palpation) to 19-35% (ultrasound) and 8-65% (autopsy).
- Ultrasonography is identified as the most accurate and cost-effective method for assessment.
- Incidental thyroid nodules are increasingly found due to advanced imaging.
Conclusions:
- Thyroid nodules are common, with ultrasound being a sensitive detection tool.
- Management strategies for incidentally discovered thyroid nodules require further clarification and consensus.
- Understanding prevalence factors is crucial for appropriate patient evaluation.
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