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Updated: Dec 6, 2025

A Swin Transformer-Based Model for Thyroid Nodule Detection in Ultrasound Images
Published on: April 21, 2023
Diagnosis and Evaluation of Thyroid Nodules-the Clinician's Perspective
Rajasree Nambron1, Richard Rosenthal2, Deepti Bahl3
1University of Alabama at Birmingham, UAB Multispecialty Clinic, 2119 East South Boulevard, Montgomery, AL 36116, USA.
Abstract:
Thyroid nodules are a common clinical problem encountered in an endocrine practice. More and more thyroid nodules are now being detected on unrelated imaging studies, leading to an increased diagnosis of low-risk thyroid cancers. There is therefore a greater emphasis on risk assessment based on clinical and sonographic features to avoid morbidity secondary to unnecessary therapy. Molecular diagnostics are also being widely used to further characterize indeterminate nodules. The American Thyroid Association and American College of Radiology-Thyroid Imaging Reporting and Data System guidelines are the most commonly used in clinical practice for risk assessment.
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