Machine learning-based prediction of permanent ileostomy in older adults after laparoscopic anterior resection for rectal cancer

The LR-based model exhibited robust discriminative ability and clinical applicability for predicting PS in older patients following LAR. This tool facilitates the early identification of high-risk individuals, thereby enabling personalized interventions to mitigate adverse outcomes.