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Reproducibility of arterial spin labeling cerebral blood flow image processing: A report of the ISMRM open science initiative for perfusion imaging (OSIPI) and the ASL MRI challenge.

Andre Monteiro PaschoalJoseph G WoodsJoana PintoEsther E BronJan PetrFlora A Kennedy McConnellLaura C BellMaria-Eleni DounaviCassandra Gould van PraagHenk-Jan Mm MutsaertsAaron Oliver TaylorMoss Y ZhaoIrène BrumerWei Siang Marcus ChanJack TonerJian HuLogan X ZhangCatarina DomingosSara P MonteiroPatrícia FigueiredoAlexander G J HarmsBeatriz E PadrelaChannelle ThamAhmed AbdallePaula L CroalUdunna Anazodo
Published in: Magnetic resonance in medicine (2024)
Variability in CBF measurements, influenced by differences in image processing, especially to compensate for motion, highlights the significance of standardizing ASL analysis workflows. We provide a recommendation for ASL processing based on top-performing approaches as a step toward ASL standardization.
Keyphrases
  • cerebral blood flow
  • deep learning
  • contrast enhanced
  • high resolution
  • magnetic resonance imaging
  • public health
  • minimally invasive
  • room temperature
  • high speed
  • machine learning
  • diffusion weighted imaging