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Annotating risk stratification of thyroid nodules: Assessing the suitability of ChatGPT for text-based analysis in

Ilker Sengul1, Demet Sengul2

  • 1Division of Endocrine Surgery, Giresun University Faculty of Medicine, TR28100 Giresun, Turkey; Department of General Surgery, Giresun University Faculty of Medicine, TR28100 Giresun, Turkey.

American Journal of Otolaryngology
|July 19, 2025
PubMed
Abstract

No abstract available in PubMed .

Keywords:
Artificial IntelligenceGenerative Artificial IntelligencePathologyRiskThyroid glandThyroid noduleThyroidology

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Goiter refers to an abnormal enlargement of the thyroid gland that may appear as a diffuse goiter (uniform enlargement) or nodular (single or multiple nodules). Functionally, it is classified as nontoxic (normal/low hormone levels) or toxic (excess hormone production).PathophysiologyDiffuse thyroid enlargement typically results from prolonged stimulation by thyroid-stimulating hormone (TSH) or TSH-like agents, commonly seen in hypothyroidism or iodine deficiency. In contrast, in hyperthyroid...
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