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NCT Number: NCT07054502

Prospective Validation of DL Model for Postoperative MACCE Prediction

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.

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Key information

Conditions

Major Adverse Cardiovascular and Cerebrovascular Events (MACCE)

Age range

18 year and older

Sex eligibility

All sexes

Study type

Observational

Primary location

Who can participate

Healthy volunteers accepted: No

Only the study team can determine whether someone qualifies for participation.

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

Treatment and study plan

Primary outcomes

  1. Major adverse cardiovascular and cerebrovascular events (MACCE)

    Time frame: within 30 days after surgery

    Occurrence of MACCE within 30 days after surgery (composite outcome including myocardial infarction, stroke, coronary revascularization, heart failure, and death)

Study contacts

Contact information is provided by the study sponsor or research team.

Hyun-Kyu Yoon, MD

CONTACT

[email protected]

82-2-2072-1146

Sponsors and collaborators

Lead sponsor

Seoul National University Hospital

Other

Registry information

Official study title

Prospective Validation of Deep Learning Model to Predict Postoperative Major Adverse Cardiac and Cerebrovascular Event

Important dates

Study start
2025
Primary completion
2025
Study completion
2025
First posted
Jul 8, 2025
Registry last updated
Jul 8, 2025

OpenTrials presents study information sourced from ClinicalTrials.gov. The official registry record should be consulted for the latest information.

View the official ClinicalTrials.gov record (opens in a new tab)

This listing is for discovery and informational purposes only. It is not medical advice, does not guarantee that a study is recruiting, and does not determine eligibility. Contact the study team and a qualified healthcare professional when considering participation.

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