Noninvasive Deep Learning System for Preoperative Diagnosis of Follicular-Like Thyroid Neoplasms Using Ultrasound Images
This study provides a noninvasive DL tool for accurate preoperative diagnosis of FNs, showing better performance than ACR TI-RADS and reducing unnecessary invasive interventions.
Authors
- Yingjia Li (ORCID: https://orcid.org/0000-0002-8885-2317)
- Yue Huang (ORCID: https://orcid.org/0000-0001-6051-2241)
- Shuyi Liu (ORCID: https://orcid.org/0000-0002-2065-156X)
- Qingfeng Ni (ORCID: https://orcid.org/0000-0001-8833-4344)
- Wenxiao Yan (ORCID: https://orcid.org/0009-0000-6970-360X)
- Chifa Zhang (ORCID: https://orcid.org/0000-0001-8166-0569)
- Jingjing You
- Jie Sun (ORCID: https://orcid.org/0000-0002-6475-4667)
- Hongyan Chen (ORCID: https://orcid.org/0000-0001-6398-3073)
- Boling Cao
- Zhe Jin (ORCID: https://orcid.org/0000-0001-5737-9267)
- Weihan Cao
- Xiaoxiao Feng
- Shufang Pei
- Dexing Yang (ORCID: https://orcid.org/0000-0002-1684-5695)
- Bin Zhang (ORCID: https://orcid.org/0000-0002-6286-6227)
- Xiaoli Zhang (ORCID: https://orcid.org/0000-0002-4226-7622)
- Fei Wang (ORCID: https://orcid.org/0000-0001-8432-0009)
- Hui Shen (ORCID: https://orcid.org/0000-0002-7456-5536)
- Yibin Wang (ORCID: https://orcid.org/0000-0003-0852-0767)
- Ying Cheng (ORCID: https://orcid.org/0000-0002-5223-4939)
- Dan Yang (ORCID: https://orcid.org/0000-0001-5150-5111)
- Wenle He (ORCID: https://orcid.org/0009-0004-7627-1680)
- Ting Liang
- Lijuan Liu (ORCID: https://orcid.org/0009-0008-4685-4390)
Institutions
- Hebei Medical University (CN)
- Guilin Medical University (CN)
- Guangdong Medical College (CN)
- Kunming Medical University (CN)
- First People's Hospital of Yunnan Province (CN)
- People’s Hospital of Wenshan Prefecture (CN)
- Zhuhai People's Hospital (CN)
- First Affiliated Hospital of Guangzhou University of Chinese Medicine (CN)
- Guangzhou Women and Children Medical Center (CN)
- First Affiliated Hospital of Kunming Medical University (CN)
- Guangdong Academy of Medical Sciences (CN)
- First Affiliated Hospital of Hebei Medical University (CN)
- First Affiliated Hospital of Jinan University (CN)
- Southern Medical University (CN)
- Guangzhou Medical University (CN)
Publication Details
- Journal
- Annals of Surgery
- Published
- 2025-07-21
- DOI
- https://doi.org/10.1097/sla.0000000000006841
- Citations
- 1
- Primary Topic
- Thyroid Cancer Diagnosis and Treatment
- Type
- article
- Field-Weighted Citation Impact
- 1.29