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Algorithm-based selection of automated red blood cell exchange procedure goals reduces blood utilization in chronically transfused adults with sickle cell disease.

Kristen R BubanCourtney E LawrenceXianming Joshua ZhuAaron A R TobianEric Abraham GehrieSonja VozniakRuchee ShresthaParvez M LokhandwalaEvan M Bloch
Published in: Journal of clinical apheresis (2022)
Algorithm-based selection of a procedural FCR significantly reduced blood utilization (~21%) without appearing to increase acute care encounters.
Keyphrases
  • red blood cell
  • acute care
  • machine learning
  • deep learning
  • high throughput
  • neural network
  • minimally invasive