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Updated: Feb 14, 2026

A Swin Transformer-Based Model for Thyroid Nodule Detection in Ultrasound Images
Published on: April 21, 2023
Afirma genomic sequencing classifier performance in young patients with cytologically indeterminate thyroid nodules
Luz E Castellanos1, Julian Bryan2, Julio C Ricarte-Filho3
1Department of Endocrine Neoplasia and Hormonal Disorders, The University of Texas MD Anderson Cancer Center, Houston, TX 77030, USA.
The Afirma Genomic Sequencing Classifier (GSC) shows high accuracy in young patients with indeterminate thyroid nodules (ITNs). This molecular test provides a 100% negative predictive value, confirming its reliability in this age group.
Area of Science:
- Endocrinology
- Oncology
- Genomics
Background:
- The Afirma Genomic Sequencing Classifier (GSC) is established for patients over 21 years, with a 96% negative predictive value (NPV) for malignancy.
- Limited formal studies exist on Afirma GSC performance in pediatric and adolescent populations (<21 years) with indeterminate thyroid nodules (ITNs).
Purpose of the Study:
- To assess the efficacy and performance of the Afirma GSC test in patients under 21 years presenting with indeterminate thyroid nodules.
- To evaluate the negative predictive value and diagnostic accuracy of Afirma GSC in a young patient cohort.
Main Methods:
- Retrospective analysis of Afirma GSC testing data.
- Included 49 indeterminate thyroid nodules from patients aged 9-20 years.
- Outcomes were determined by histopathology or a minimum of two years of clinical follow-up.
Main Results:
- The Afirma GSC demonstrated a 100% negative predictive value (NPV) for benign results, with all 30 GSC-Benign (GSC-B) cases confirmed as benign.
- Sensitivity for detecting malignancy was 100% (14/14 GSC-Suspicious cases were malignant), and specificity was 86% (30/35 benign cases were GSC-B).
- Malignant nodules included papillary thyroid carcinomas, oncocytic carcinoma, follicular thyroid carcinomas, and a non-invasive follicular thyroid neoplasm with papillary-like nuclear features.
Conclusions:
- The Afirma GSC is a valuable tool for evaluating indeterminate thyroid nodules in young patients (<21 years).
- The test exhibits excellent negative predictive value, supporting its use in clinical decision-making for this demographic.
- Results indicate high diagnostic accuracy, comparable to its performance in adult populations.
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