Analysis of influencing factors and clinical application of a predictive model for emergence agitation from general anesthesia after abdominal surgery

The developed nomogram integrates multiple risk factors to predict EA risk in abdominal surgery patients. It demonstrates high stability and applicability across different datasets, facilitating early identification of high-risk patients and supporting individualized postoperative management.