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Development and clinical validation of an artificial intelligence based model for thyroid nodule malignancy risk assessment using C-TIRADS guidelines

Source: Frontiers - Health • Published: 15 Jul 2026, 00:00

Development and clinical validation of an artificial intelligence based model for thyroid nodule malignancy risk assessment using C-TIRADS guidelines

Assessment of an AI ultrasound model trained on C‑TIRADS guidelines to detect thyroid nodules and classify malignancy risk for clinical use.

Key Takeaways
  • Ultrasound is the optimal imaging modality for evaluating nodules ( 2 )
  • It is particularly effective for the initial assessment of two types of thyroid nodules
  • Ultrasound has high sensitivity in identifying the number and characteristics of thyroid nodules
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