Journal article
An unsupervised learning approach to identify immunoglobulin utilization patterns using electronic health records
Abstract
BACKGROUND: Managing Canada's immunoglobulin (Ig) product resource allocation is challenging due to increasing demand, high expenditure, and global shortages. Detection of groups with high utilization rates can help with resource planning for Ig products. This study aims to uncover utilization subgroups among the Ig recipients using electronic health records (EHRs).
METHODS: The study included all Ig recipients (intravenous or subcutaneous) in …
Authors
Riazi K; Ly M; Barty R; Callum J; Arnold DM; Heddle NM; Down DG; Sidhu D; Li N
Journal
Transfusion, Vol. 63, No. 12, pp. 2234–2247
Publisher
Wiley
Publication Date
December 2023
DOI
10.1111/trf.17585
ISSN
0041-1132