Not Yet RecruitingNot Applicable

Prospective Validation of DL Model for Postoperative MACCE Prediction

South Korea7,000 participantsStarted 2025-07-10

Plain-language summary

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.

Who can participate

Age range18 Years

SexALL

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Inclusion Criteria: * Adults aged 18 or older undergoing non-cardiac surgery under general or regional anesthesia at Seoul National University Hospital Exclusion Criteria: * Reoperation within 30 days after initial surgery * Organ procurement or pregnancy-related procedures * Ambulatory-based surgery * Preoperative tracheal intubation before entering the operating room * Surgeries performed outside the operating room

What they're measuring

Major adverse cardiovascular and cerebrovascular events (MACCE)

Timeframe: within 30 days after surgery

Trial details

NCT IDNCT07054502

SponsorSeoul National University Hospital

Sponsor typeOTHER

Study typeOBSERVATIONAL

Primary completion2025-11-30

Contact for this trial

Hyun-Kyu Yoon, MD

82-2-2072-1146 hyunkyu18@gmail.com

View on ClinicalTrials.gov More Major Adverse Cardiovascular and Cerebrovascular Events (MACCE) trials