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Updated: Jul 25, 2025

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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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Normalized TSH strategy can improve the initial assessment of thyroid nodules
Yingchun Song1, Yanmin Huang2, Ming Sun1
1Department of Nuclear Medicine, Tongji University School of Medicine, Shanghai Tenth People's Hospital, Shanghai, China.
Summary
Normalized TSH levels improve the assessment of thyroid nodules by accounting for thyroid peroxidase antibodies. This enhanced strategy offers better diagnostic efficiency and specificity compared to traditional TSH testing alone.
Area of Science:
- Endocrinology
- Nuclear Medicine
- Oncology
Background:
- Serum thyrotropin (TSH) is used for initial thyroid nodule assessment but has low sensitivity.
- Thyroid peroxidase antibody (TPOAb) interference is a key factor limiting TSH accuracy.
- Functional thyroid nodules (FTN) require accurate and early detection.
Purpose of the Study:
- To evaluate if normalized TSH (nTSH) improves diagnostic efficiency for thyroid nodules.
- To assess nTSH's ability to mitigate TPOAb interference in initial thyroid nodule evaluation.
- To compare nTSH strategy against traditional TSH testing.
Main Methods:
- Retrospective analysis of 90 FTN and 1038 non-FTN patients.
- Calculated regression coefficient (β) of TPOAb on TSH levels.
- Derived nTSH using the formula: nTSH = TSH - β * TPOAb.
- Compared diagnostic performance of nTSH versus TSH for FTN detection.
Main Results:
- nTSH showed improved sensitivity (50.00% vs 48.90%), specificity (87.70% vs 78.70%), and accuracy (84.67% vs 76.33%) compared to TSH.
- nTSH demonstrated higher positive predictive value (26.01% vs 16.60%) and negative predictive value (95.29% vs 94.67%).
- The differences in performance metrics between nTSH and TSH were statistically significant (p < 0.001).
Conclusions:
- Serum TPOAb testing is recommended for initial thyroid nodule assessment.
- Normalized TSH levels enhance diagnostic efficiency and specificity over traditional TSH assessment.
- Implementing nTSH can reduce unnecessary radioactive iodine scans (e.g., 99mTc-TS tests).
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