Prospective Validation of DL Model for Postoperative MACCE Prediction

Study Results

Results pending

The study team has not published outcome measurements, participant flow, or safety data for this trial yet. Check back later for updates.

Basic Information

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Recruitment Status

NOT_YET_RECRUITING

Total Enrollment

7000 participants

Study Classification

OBSERVATIONAL

Study Start Date

2025-07-10

Study Completion Date

2025-12-31

Brief Summary

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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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Detailed Description

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Conditions

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Major Adverse Cardiovascular and Cerebrovascular Events (MACCE)

Study Design

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Observational Model Type

COHORT

Study Time Perspective

PROSPECTIVE

Study Groups

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Non-cardiac surgical patients

Patient undergoing non-cardiac surgery under regional or general anesthesia

No interventions assigned to this group

Eligibility Criteria

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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

Minimum Eligible Age

18 Years

Eligible Sex

ALL

Accepts Healthy Volunteers

No