AIMC Topic: Blood Donation
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Improved neural network for predicting blood donations based on two emergent factors.
Transfusion clinique et biologique : journal de la Societe francaise de transfusion sanguine
Jan 25, 2023
BACKGROUND: Blood donation forecasting is a critical part of blood supply chain management. However, few studies have focused on modeling blood donation with different emergency factors. The purpose of this study was to investigate the effects of dif...
Machine-learning models to predict iron recovery after blood donation: a model development and external validation study.
The Lancet. Haematology
Jun 1, 2025
BACKGROUND: Machine-learning models directly predicting iron biomarkers after blood donation could help to manage donation-associated iron deficiency and avoid low haemoglobin deferrals. No such models have been externally validated internationally. ...
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