A multi-modal prompt-tuning method of ultrasound diagnosis for thyroid nodule
Our method even surpasses all participating radiologists in accuracy, highlighting its strong potential to assist in expert-level diagnostic decision-making and provide scalable support for resource-limited clinical environments. Practically, it facilitates faster and more consistent thyroid nodule screening, thereby enhancing diagnostic efficiency.
Authors
- Yi Qing Zhu (ORCID: https://orcid.org/0000-0003-3045-2588)
- Tingyue Qi (ORCID: https://orcid.org/0000-0001-9412-3666)
- Wei Wang (ORCID: https://orcid.org/0000-0002-1717-5785)
- Xiao Xiao (ORCID: https://orcid.org/0000-0003-3608-6208)
- Ying Zhou (ORCID: https://orcid.org/0000-0002-9582-519X)
- Yun Li (ORCID: https://orcid.org/0000-0002-7628-0358)
Institutions
- Yangzhou University (CN)
Publication Details
- Journal
- Frontiers in Medicine
- Published
- 2025-12-08
- DOI
- https://doi.org/10.3389/fmed.2025.1686374
- Primary Topic
- Thyroid Cancer Diagnosis and Treatment
- Type
- article
- Field-Weighted Citation Impact
- 0.00
Funders
- Ministry of Education of the People's Republic of China
- Yangzhou University