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Updated: Apr 14, 2026

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A Swin Transformer-Based Model for Thyroid Nodule Detection in Ultrasound Images
Published on: April 21, 2023
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[Association between preoperative serum thyroid-stimulating hormone level and nonfunctioning malignant nodule thyroid
Summary
Elevated serum thyroid-stimulating hormone (TSH) levels may indicate a higher risk of thyroid cancer in patients with nodular thyroid disease. High TSH, male gender, and age over 45 are significant risk factors.
Area of Science:
- Endocrinology
- Oncology
- Thyroid disease research
Background:
- Nodular thyroid disease is common, with a subset of nodules being malignant.
- Accurate prediction of malignancy in nodular thyroid disease is crucial for appropriate patient management.
Purpose of the Study:
- To determine if preoperative serum thyroid-stimulating hormone (TSH) levels can predict malignancy in patients with nodular thyroid disease.
- To investigate the association between TSH levels and the incidence of thyroid cancer.
Main Methods:
- Retrospective analysis of 108 patients who underwent surgery for thyroid tumors.
- Data included preoperative serum TSH, gender, age, tumor characteristics, and pathological findings.
- Logistic regression analysis was employed to identify risk factors for thyroid cancer.
Main Results:
- Patients with thyroid cancer exhibited significantly higher mean serum TSH levels compared to those with benign tumors (1.94±1.01 mIU/L vs 1.16±0.85 mIU/L).
- A malignancy rate of 35.9% was observed in patients with TSH levels above the population mean, versus 15.9% in those below the mean.
- High serum TSH, male gender, and age ≥45 years were identified as independent risk factors for thyroid cancer.
Conclusions:
- Preoperative serum TSH levels show potential utility in predicting the likelihood of thyroid cancer.
- Elevated TSH, male sex, and advanced age (≥45 years) are significant risk factors associated with thyroid cancer.
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