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Updated: Jun 25, 2026

A Swin Transformer-Based Model for Thyroid Nodule Detection in Ultrasound Images
Published on: April 21, 2023
Incidental thyroid nodule: patterns of diagnosis and rate of malignancy
Judy Jin1, Scott M Wilhelm, Christopher R McHenry
1Department of Surgery, University Hospitals Case Medical Center, School of Medicine, Cleveland, OH, USA.
Background:
The clinical significance of thyroid incidentalomas is controversial.
Methods:
The rate of malignancy was determined for patients with an incidentally discovered thyroid nodule, and results were stratified according to imaging modality as well as presence and type of pre-existing malignancy.
Results:
One hundred fifty patients were identified, of which 88 with a known malignancy were screened for metastases. Twenty-three (15%) patients were diagnosed with thyroid malignancy. Incidental nodules identified on positron emission tomography scan were malignant in 33% of the patients compared with 11% for those identified on computed axial tomography (P = .016). The rate of thyroid malignancy in patients with pre-existing nonthyroid malignancy (18%) was not significantly different from patients without a history of malignancy (13%, P = .36).
Comments:
Thyroid incidentalomas are associated with a high rate of malignancy. The rate of malignancy is highest for nodules discovered on positron emission tomography scan and is no different in patients with or without pre-existing malignancy.
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