Artificial neural network model enhancing the accuracy of clinical evaluation for high-risk population of lymph node metastasis in non-intestinal type early gastric cancer: a multicenter real-world study in China
The ANN model established in this study can screen the patients at high risk of LNM in non-intestinal type EGC more accurately. Considering the high extragastric LNM rate observed in the high-risk stratum, radical gastrectomy combined with D2 lymph node dissection is strongly recommended.
Authors
- Qi You (ORCID: https://orcid.org/0000-0001-8053-1415)
- Yantao Tian (ORCID: https://orcid.org/0000-0002-7189-3999)
- Gang Ji (ORCID: https://orcid.org/0000-0001-7500-7192)
- Zaisheng Ye (ORCID: https://orcid.org/0000-0001-9881-6400)
- Rupeng Zhang (ORCID: https://orcid.org/0009-0005-3849-2359)
- Kun Yang (ORCID: https://orcid.org/0000-0001-9039-467X)
- Yong Li (ORCID: https://orcid.org/0000-0003-1799-4841)
- Xiangyu Wang (ORCID: https://orcid.org/0000-0001-5103-433X)
- Tao Zhang (ORCID: https://orcid.org/0000-0002-8963-336X)
- Zhiqiang Liu (ORCID: https://orcid.org/0000-0003-3821-0321)
- Gang Li (ORCID: https://orcid.org/0000-0002-4549-293X)
- Peng Ren (ORCID: https://orcid.org/0000-0002-0565-747X)
- Jiamei Guo
- Kecheng Zhang (ORCID: https://orcid.org/0000-0001-8473-1748)
- Tong Zhou (ORCID: https://orcid.org/0000-0001-9294-8234)
- Wei Wang (ORCID: https://orcid.org/0000-0002-3827-0474)
- Jingyu Deng (ORCID: https://orcid.org/0009-0006-3894-6995)
- Zuli Yang
Institutions
- Fujian Medical University (CN)
- Harbin Medical University (CN)
- Sun Yat-sen University (CN)
- Chinese Academy of Medical Sciences & Peking Union Medical College (CN)
- Sichuan University (CN)
- Dalian University of Technology (CN)
- Tianjin Medical University Cancer Institute and Hospital (CN)
- Chinese PLA General Hospital (CN)
- Fudan University Shanghai Cancer Center (CN)
- Sixth Affiliated Hospital of Sun Yat-sen University (CN)
- Third Affiliated Hospital of Harbin Medical University (CN)
- Affiliated Hospital of North Sichuan Medical College (CN)
- Jiangsu Cancer Hospital (CN)
- Fujian Provincial Hospital (CN)
- Sun Yat-sen University Cancer Center (CN)
- Fujian Provincial Cancer Hospital (CN)
- Guangdong Provincial People's Hospital (CN)
- Xijing Hospital (CN)
- Liaoning Cancer Hospital & Institute (CN)
- Anyang Tumor Hospital (CN)
- Southern Medical University (CN)
- Nanjing Medical University (CN)
- Air Force Medical University (CN)
Publication Details
- Journal
- International Journal of Surgery
- Published
- 2025-04-18
- DOI
- https://doi.org/10.1097/js9.0000000000002405
- Citations
- 2
- Primary Topic
- Gastric Cancer Management and Outcomes
- Type
- article
- Field-Weighted Citation Impact
- 3.04