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Not yet recruiting NCT07054502

Prospective Validation of DL Model for Postoperative MACCE Prediction

— Observational Major Adverse Cardiovascular and Cerebrovascular Events (MACCE)

For patients and families

In plain language

An automatic summary of structured registry data. It is an orientation aid, not a substitute for the official protocol or a physician assessment.

What is being studied
This is an observational study: the protocol does not assign a study treatment.
Who it may be relevant to
Registry conditions: Major Adverse Cardiovascular and Cerebrovascular Events (MACCE). Basic parameters: from 18 years · All.
What needs checking
Age, condition and sex are only basic indicators. Prior treatment, laboratory values and other mandatory requirements appear in the eligibility criteria below.
Where it takes place
South Korea
Next step
Save the trial, show it to the treating physician, and confirm current recruitment with the study center. Costs, documents and travel →

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Official title

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

Overview

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.

Primary outcome measures

  • Major adverse cardiovascular and cerebrovascular events (MACCE) [Time frame: within 30 days after surgery]

Eligibility criteria

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

Criteria are shown verbatim from the registry (in English). Final eligibility is always assessed by the study center.

Healthy volunteers: No

Study design

Observational model
Cohort

Study locations

South Korea · 1 center
  • Seoul National University Hospital — Seoul

Identifiers

NCT: NCT07054502 · 2503-210-1630

Primary sources (government registries)

View this study on ClinicalTrials.gov ↗