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December 1, 2025World Journal of Surgical OncologyOpen Access

Independent predictors and ultrasound-based risk stratification for follicular thyroid tumors: a multicenter retrospective study

Chi Ma De‐Li Chen Jieyi Ye Junliang Fu Weijun Huang Yingjia Li

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Key Points

Diagnostic performance improves with ultrasound for follicular thyroid tumors, and the study identifies key factors.
A multicenter analysis highlights the role of risk stratification in diagnosing thyroid tumors effectively.
Observational study design enabled the evaluation of ultrasound techniques across multiple clinical sites.
Significance suggests a need for broader adoption of ultrasound strategies for thyroid tumor evaluation.

Implication

Retrospective analysis shows improved diagnostic performance for risk stratification of follicular thyroid tumors using ultrasound.

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Cite This Study

Ma et al. (2025) studied this question.

synapsesocial.com/papers/694028c12d562116f29005b6 https://doi.org/10.1186/s12957-025-04134-0

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Keep reading

Synapse has enriched 5 closely related papers on similar clinical questions. Consider them for comparative context:

1Role of Ultrasound and Ultrasound‐Based Prediction Model in Differentiating Follicular Thyroid Carcinoma From Follicular Thyroid Adenoma2024 · 14 citations
2The Differential Diagnostic Value of Ultrasound Radiomics in TI-RADS 4a Follicular Thyroid Neoplasms2025 · 1 citations
3Artificial intelligence-enabled ultrasound diagnosis and stratification of follicular thyroid neoplasms: a multi-center studyRetrospective Study · 2026 · 2 citations
4Diagnostic value of an interpretable machine learning model based on clinical ultrasound features for follicular thyroid carcinoma2024 · 12 citations
5Diagnostic Efficiency of ACR-TIRADS Score for Differentiating Benign and Malignant Thyroid Nodules of Various Pathological Types2024 · 6 citations

More related papers

Prospective Validation of an Ultrasound Capsule‐Based Model for Predicting Follicular Thyroid Carcinoma Without High‐Risk Features2025
Correlation of Ultrasound Features in the TIRADS Scoring System with Cytological Findings in the FNAC of Thyroid Nodules2024
Accuracy of ultrasound TIRADS classification for the differentiation between benign and malignant thyroid lesions taking Bethesda classification as gold standard2024

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