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Updated: Jun 4, 2025

A Swin Transformer-Based Model for Thyroid Nodule Detection in Ultrasound Images
Published on: April 21, 2023
The clinical significance and burden of thyroid nodules discovered incidentally
Rohil F Dureja1, Caoimhe Casey1,2, Josephine Barry3
1School of Medicine, University College of Cork, Cork, Ireland.
Background:
The majority of thyroid nodules are benign; however current guidelines suggest that thyroid incidentalomas should be appropriately evaluated to rule out malignancy.
Aims:
This study aims to determine the incidence of thyroid incidentalomas and the likelihood that they harbour sinister pathology in the largest Irish cohort studied to-date.
Methods:
A retrospective observational chart review was conducted using data from July 2018 to December 2018 using the Radiology Database in use at Cork University Hospital. The text of 1000 imaging reports (500 carotid Doppler and 500 computed tomography thorax) was manually screened for phrases such as "thyroid mass" or "thyroid nodule".
Results:
On 1000 scans, 14 (1.4%) thyroid incidentalomas were discovered. The occurrence of incidentalomas by imaging was 2/500 (0.4%) for ultrasound and 12/500 (2.4%) for computed tomography. Three of these nodules (21.4%) were further evaluated with a subsequent ultrasound and due to a size of more than 1 cm underwent fine needle aspiration. Using the Thy classification, all three were given a Thy 2 (non-neoplastic) grading.
Conclusion:
This study found that there was no clinical benefit to reporting the presence of thyroid incidentalomas incidentally noted on radiology investigations. Although the overall percentage of thyroid incidentalomas is low, this number may be enough to cause unnecessary strain on the healthcare system and burden patients with invasive investigations in addition to causing unnecessary anxiety.
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