Status:

COMPLETED

Machine Learning-Based Prediction of Major Perioperative Allogeneic Blood Requirements in Cardiac Surgery

Lead Sponsor:

Kepler University Hospital

Conditions:

Transfusion-dependent Anemia

Eligibility:

All Genders

Brief Summary

Cardiac surgery is one of the clinical surgical specialties that carries a particularly high risk for patients to suffer from severe bleeding perioperatively and consequent anemia, which subsequently ...

Eligibility Criteria

Inclusion

  • All patients that underwent cardiac surgery at the Kepler University Hospital in the period between 2010-01-01 and 2019-12-31.

Exclusion

  • Patients below 18 years of age.
  • Presence of congenital heart disease.
  • Revision surgery of the same patient.

Key Trial Info

Start Date :

June 16 2021

Trial Type :

OBSERVATIONAL

Allocation :

ACTUAL

End Date :

July 20 2022

Estimated Enrollment :

3782 Patients enrolled

Trial Details

Trial ID

NCT04856618

Start Date

June 16 2021

End Date

July 20 2022

Last Update

November 29 2022

Active Locations (1)

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1

Kepler University Hospital

Linz, Upper Austria, Austria, 4021