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Updated: Feb 7, 2026

A Swin Transformer-Based Model for Thyroid Nodule Detection in Ultrasound Images
Published on: April 21, 2023
Management of graves myopathy: Orbital imaging in thyroid-related orbitopathy
Christopher Lo1, Shoaib Ugradar1, Daniel Rootman1
1Division of Orbital and Ophthalmic Plastic Surgery, Stein and Doheny Eye institutes, University of California, Los Angeles.
Abstract:
A broad understanding of the different imaging modalities used to assess the physiologic changes seen in Graves' orbitopathy complement clinical examination. Subtle applications of radiographic imaging techniques allow for a better understanding of the overall physiology of the orbit, quantify progression of disease, and differentiate it from orbital diseases with overlapping features. A nuanced approach to interpreting imaging features may allow us to delineate inactive from active thyroid eye disease, and advances within this field may arm clinicians with the ability to better predict and prevent dysthyroid optic neuropathy.
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