Comparison of Machine Learning and Logic Regression Algorithms for Predicting Lymph Node Metastasis in Patients with Gastric Cancer: A two-Center Study.

Tong LuYu FangHaonan LiuChong ChenTaotao LiMiao LuDaqing Song

Published in: Technology in cancer research & treatment (2024)

For the prediction of lymph node metastasis in gastric cancer patients, the ML algorithm outperformed traditional LR, and the GBM algorithm exhibited the most robust predictive capability.

Keyphrases

lymph node metastasis
machine learning
squamous cell carcinoma
papillary thyroid
deep learning
end stage renal disease
artificial intelligence
big data
ejection fraction
newly diagnosed
peritoneal dialysis
prognostic factors
patient reported