Application of Machine Learning Algorithms to Predict Lymph Node Metastasis in Early Gastric Cancer

Abstract

Tumour size, tumour grade, and depth of tumour invasion were independent risk factors for early gastric cancer LNM. ML predicted LNM risk more accurately, and the RDA model had the best predictive performance and could better guide clinical diagnosis and treatment decisions.