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Updated: May 20, 2026

Comparison of Predictive Performance of Three Lymph Node Staging Systems in Colorectal Signet Ring Cell Carcinoma Based on Machine Learning Model
Published on: April 18, 2025
Xinyang Nie1, Gang Li2, Zhiqiang Liu3
1Department of Gastric Surgery, Tianjin Medical University Cancer Institute and Hospital, National Clinical Research Center for Cancer, Key Laboratory of Cancer Prevention and Therapy, Tianjin Key Laboratory of Digestive Cancer, Tianjin's Clinical Research Center for Cancer, Tianjin, 300060, People's Republic of China.
A new lymph node staging strategy for early gastric cancer (EGC) improves accuracy. Examining 20 or fewer lymph nodes (ELNs) is inadequate, but a corrected model enhances prognostic evaluation for EGC patients.
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