David Fernando Duque Ropero

Preoperative artificial intelligence-based risk model for surgical reintervention after microsurgical free flap reconstruction.

XGBoost is retained as the principal model based on combined superiority in discrimination and calibration, with random forest as a robust comparator, and prospective external validation with recalibration is required before clinical adoption.