2024
DOI: 10.1111/vox.13643
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Predicting haemoglobin deferral using machine learning models: Can we use the same prediction model across countries?

Amber Meulenbeld,
Jarkko Toivonen,
Marieke Vinkenoog
et al.

Abstract: Background and ObjectivesPersonalized donation strategies based on haemoglobin (Hb) prediction models may reduce Hb deferrals and hence costs of donation, meanwhile improving commitment of donors. We previously found that prediction models perform better in validation data with a high Hb deferral rate. We therefore investigate how Hb deferral prediction models perform when exchanged with other blood establishments.Materials and MethodsDonation data from the past 5 years from random samples of 10,000 donors fro… Show more

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