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Updated: Nov 2, 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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Correlation between the Bethesda system for thyroid nodules and post-thyroidectomy histopathological diagnosis
Gabriel Kraus-Fischer1, Raúl Alvarado-Bachmann1, Beatriz de Rienzo-Madero1
1Centro Médico ABC, Campus Santa Fe, Departamento de Cirugía General. Ciudad de México, México.
Summary
The Bethesda system accurately predicts thyroid nodule malignancy risk. This study correlated fine needle aspiration (FNA) cytology with post-thyroidectomy histopathology, confirming its diagnostic utility for thyroid cancer.
Area of Science:
- Endocrinology
- Pathology
- Oncology
Background:
- Thyroid nodules are common, affecting up to 50% of the population.
- Malignancy risk in thyroid nodules ranges from 4% to 15%.
- Fine needle aspiration (FNA) with the Bethesda system is standard for thyroid carcinoma diagnosis.
Purpose of the Study:
- To evaluate the correlation between FNA cytopathology results and histopathology findings after thyroidectomy.
- To assess the diagnostic accuracy of the Bethesda system in a clinical setting.
Main Methods:
- Retrospective, descriptive study design.
- Analysis of 128 thyroid nodules from 128 patients.
- Comparison of FNA cytopathology (Bethesda system) with post-thyroidectomy histopathology.
Main Results:
- Malignancy rates varied by Bethesda category: I (67%), II (14%), III (28% follicular, 15% atypia), IV (36%), V (79%), VI (100%).
- High malignancy rates observed in higher Bethesda categories.
Conclusions:
- The Bethesda system demonstrates a strong correlation with histopathology, confirming its reliability.
- The system provides reproducible results for evaluating and managing thyroid nodules.
- The Bethesda system is an essential tool for pathologists and clinicians in diagnosing thyroid cancer.
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