Status:
COMPLETED
Machine Learning Model for Perioperative Transfusion Prediction
Lead Sponsor:
Diskapi Teaching and Research Hospital
Collaborating Sponsors:
Hacettepe University
Dokuz Eylul University
Conditions:
Surgery
Blood Transfusion
Eligibility:
All Genders
18-100 years
Brief Summary
This study aimed to develop and interpret a machine learning model to predict red blood cell (RBC) transfusion.
Detailed Description
A dataset from a multicenter study involving 6121 patients underwent elective major surgery was analysed. Data concerning patients who received inappropriate RBC transfusion were excluded. Twenty one ...
Eligibility Criteria
Inclusion
- Adult
- Underwent major elective surgery
Exclusion
- Pediatric patients
- Emergency cases
Key Trial Info
Start Date :
January 13 2022
Trial Type :
OBSERVATIONAL
Allocation :
ACTUAL
End Date :
February 1 2022
Estimated Enrollment :
6121 Patients enrolled
Trial Details
Trial ID
NCT05228548
Start Date
January 13 2022
End Date
February 1 2022
Last Update
March 8 2022
Active Locations (1)
Enter a location and click search to find clinical trials sorted by distance.
1
Dilek D Unal
Ankara, Turkey (Türkiye), 06110