Bowen Zheng

Prognostic model for gastric cancer integrating immune biomarkers and machine learning approaches

Prognostication for advanced gastric cancer remains sub-optimal because conventional staging systems overlook systemic inflammation and tumour-immune contexture. We investigated whether incorporating routine immune biomarkers into machine-learning survival models improves risk st...