Efficient computed tomography-based image segmentation for predicting lateral cervical lymph node metastasis in papillary thyroid carcinoma
This deep learning approach improves the accuracy of preoperative assessment for lateral cervical lymph node metastasis in PTC patients, aiding surgical planning, reducing misdiagnosis, and lowering medical costs. It shows promise for enhancing patient outcomes in PTC management.
Authors
- Xingyuan Li (ORCID: https://orcid.org/0009-0009-5897-9614)
- Yanhui Peng
- Bin Zhang
- Yong Wang
- Guona Zheng
- Lei Xu
Institutions
- Hebei Medical University (CN)
- Dalian University of Technology (CN)
- Second Affiliated Hospital of Zhejiang University (CN)
Publication Details
- Journal
- Journal of Medical Imaging
- Published
- 2026-01-13
- DOI
- https://doi.org/10.1117/1.jmi.13.1.014504
- Primary Topic
- Thyroid Cancer Diagnosis and Treatment
- Type
- article
- Field-Weighted Citation Impact
- 0.00