Xiao-Dong Yang

Research on prognostic prediction of colorectal cancer based on multi-dimensional biomarker features and machine learning models

Background The traditional TNM staging system for colorectal cancer (CRC) prognosis has significant limitations, with prognostic differences exceeding 40% among patients with the same stage. This study aims to construct and validate a machine learning prognostic prediction model based on routinely available clinical, l...