Irina Palomo-Lopez

Early prediction of anastomotic leakage within 24 h after minimally invasive colorectal cancer surgery using postoperative inflammatory markers: development and temporal validation of a machine learning model.

ML-based integration of early inflammatory biomarkers provides a reliable "safety filter" for postoperative surveillance and supports objective decision-making for early discharge, even in changing clinical environments with decreasing complication rates.