Enhancing lymph node diagnosis: integrating deep learning with endoscopic ultrasonography: a retrospective study in China
ML assists in predicting the mediastinal and intra-abdominal LNs based on gastrointestinal EUS images, particularly when combined with expert expertise and logistic regression models.
Authors
- Junbo Li (ORCID: https://orcid.org/0000-0001-8794-8491)
- Duanmin Hu (ORCID: https://orcid.org/0000-0002-7189-940X)
- Qinkai Li
- Liming Xu (ORCID: https://orcid.org/0000-0001-9523-9062)
- Run Xian Bao
- Zijun Fan
- Wei Wu (ORCID: https://orcid.org/0000-0003-2935-6660)
- Guilian Cheng
- Zhenyun Gong
- Xinze Li (ORCID: https://orcid.org/0009-0007-8575-4045)
Institutions
- Jiangnan University (CN)
- Soochow University (CN)
- Suzhou Institute of Biomedical Engineering and Technology (CN)
- Wuxi Fourth People's Hospital (CN)
- Second Affiliated Hospital of Soochow University (CN)
Publication Details
- Journal
- Clinical Endoscopy
- Published
- 2025-10-23
- DOI
- https://doi.org/10.5946/ce.2025.113
- Citations
- 1
- Primary Topic
- Lung Cancer Diagnosis and Treatment
- Type
- article
- Field-Weighted Citation Impact
- 1.52