Enhancing donor acquisition and retention in blood banks via AI-powered decision support framework
Antony Herman Ignatius,
Ndema Mercy,
D. Samson
et al.
Abstract:Blood banks play a critical role in ensuring a steady supply of safe blood for medical procedures. However, donor recruitment and retention pose significant challenges to the sustainability of blood banks. This study proposes an AIenabled decision-support system to optimize donor recruitment and retention strategies in blood banks. The system leverages machine learning algorithms to analyze historical donor data, demographic information, and external factors to predict donor behavior and identify potential str… Show more
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