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Development and Validation of Models to Predict Lymph Node Metastasis in Early Gastric Cancer Using Logistic Regression and Gradient Boosting Machine Methods

PURPOSE: This study aimed to identify important features of lymph node metastasis (LNM) and develop a prediction model for early gastric cancer (EGC) using a gradient boosting machine (GBM) method. MATERIALS AND METHODS: The clinicopathologic data of 2,556 patients with EGC who underwent gastrectomy...

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Detalles Bibliográficos
Autores principales: Lee, Hae Dong, Nam, Kyung Han, Shin, Cheol Min, Lee, Hye Seung, Chang, Young Hoon, Yoon, Hyuk, Park, Young Soo, Kim, Nayoung, Lee, Dong Ho, Ahn, Sang-Hoon, Kim, Hyung-Ho
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Korean Cancer Association 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10582533/
https://www.ncbi.nlm.nih.gov/pubmed/36960625
http://dx.doi.org/10.4143/crt.2022.1330