Prediction and impact of personalized donation intervals.

ABSTRACT:

Background and objectives

Deferral of blood donors due to low haemoglobin (Hb) is demotivating to donors, can be a sign for developing anaemia and incurs costs for blood establishments. The prediction of Hb deferral has been shown to be feasible in a number of studies based on demographic, Hb measurement and donation history data. The aim of this paper is to evaluate how state-of-the-art computational prediction tools can facilitate nationwide personalized donation intervals.

Materials and methods

Using donation history data from the last 20 years in Finland, FinDonor blood donor cohort data and blood service Biobank genotyping data, we built linear and non-linear predictors of Hb deferral. Based on financial data from the Finnish Red Cross Blood Service, we then estimated t

SUBMITTER: Toivonen J 

PROVIDER: S-EPMC9299493 | biostudies-literature | 2022 Apr

REPOSITORIES: biostudies-literature