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Updated: Feb 12, 2026

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Training the diagnostic artificial intelligence in thyroid sonography: how well is deep learning truly learning?

Oana Lozan1, Petra B Musholt1, Ann-Kathrin Lederer1

  • 1Section of Endocrine Surgery, Department of General, Visceral and Transplantation Surgery, University Medical Center Mainz, Langenbeckstraße 1, 55131, Mainz, Germany.

Updates in Surgery
|February 11, 2026
PubMed
Abstract

Keywords:
ACR TI-RADSArtificial intelligence (AI)Deep learningEndocrine surgeryThyroid nodulesThyroid ultrasound

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