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A Swin Transformer-Based Model for Thyroid Nodule Detection in Ultrasound Images
Published on: April 21, 2023
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Association between thyroid nodule size and malignancy rate
M Jinih1, F Faisal2, K Abdalla1
1Department of Academic Surgery, Cork University Hospital, Wilton, Cork, Ireland.
Annals of the Royal College of Surgeons of England
|December 24, 2019
Summary
Thyroid nodule size does not predict malignancy risk. Cytological classification, not size, is key for assessing thyroid cancer, making routine size-based surgery unjustified.
Area of Science:
- Endocrinology
- Oncology
- Diagnostic Imaging
Background:
- Diagnostic performance of ultrasound-fine needle aspiration (FNA) for thyroid nodules is variable.
- Identifying malignancy risk in thyroid nodules requires reliable predictors.
Purpose of the Study:
- To evaluate thyroid nodule size and cytological classification as predictors of malignancy risk.
- To assess the diagnostic utility of FNA in relation to nodule size.
Main Methods:
- Retrospective cohort analysis of 499 patients undergoing thyroid surgery (2004-2015).
- Analysis of 503 thyroid nodules, correlating size and cytological class with malignancy.
- Evaluation of FNA sensitivity, specificity, and false negative rates based on nodule size.
Main Results:
- 19.5% of analyzed thyroid nodules were malignant.
- Nodule size (less than or equal to 3.0 cm vs. greater than 3.0 cm) did not significantly correlate with malignancy risk (p=0.49).
- Cytological classification was significantly associated with higher malignancy risk (p<0.01), while FNA sensitivity was 71.4% and specificity 100%.
Conclusions:
- Thyroid nodule size is not a reliable predictor of malignancy, independent of FNA cytology.
- Routine thyroid lobectomy based solely on nodule size (>= 3.0 cm) is not currently supported by evidence.
- Cytological assessment remains crucial for determining malignancy risk in thyroid nodules.
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