Prospective Validation of DL Model for Postoperative MACCE Prediction
Trial statusNot yet recruiting
Trial phaseNot listed
Trial typeObservational
Biological sexAll
Age18+
SponsorSeoul National University Hospital
This study aims to prospectively validate a deep learning model developed using retrospective data to predict major adverse cardiac and cerebrovascular events (MACCE) occurring within 30 days after non-cardiac surgery. The validation will be performed using prospectively collected data from patients undergoing non-cardiac surgery under general or regional anesthesia.
Adults aged 18 or older undergoing non-cardiac surgery under general or regional anesthesia at Seoul National University Hospital
Reoperation within 30 days after initial surgery
Organ procurement or pregnancy-related procedures
Ambulatory-based surgery
Preoperative tracheal intubation before entering the operating room