ASLPrep: a platform for processing of arterial spin labeled MRI and quantification of regional brain perfusion.
Azeez AdebimpeMaxwell BertoleroSudipto DoluiMatthew C CieslakKristin MurthaErica B BallerBradley F BoeveAdam BoxerEllyn R ButlerPhil CookStan ColcombeSydney CovitzChristos DavatzikosDiego G DavilaMark A ElliottMatthew W FloundersAlexandre R FrancoRaquel E GurRuben E GurBasma JaberCorey McMilliannull nullMichael Peter MilhamHenk-Jan Mm MutsaertsDesmond J OathesChristopher A OlmJeffrey S PhillipsWill TackettDavid R RoalfHoward RosenTinashe M TaperaM Dylan TisdallDale ZhouOscar EstebanRussell A PoldrackJohn A DetreTheodore Daniel SatterthwaitePublished in: Nature methods (2022)
Arterial spin labeled (ASL) magnetic resonance imaging (MRI) is the primary method for noninvasively measuring regional brain perfusion in humans. We introduce ASLPrep, a suite of software pipelines that ensure the reproducible and generalizable processing of ASL MRI data.
Keyphrases
- contrast enhanced
- magnetic resonance imaging
- diffusion weighted imaging
- computed tomography
- magnetic resonance
- white matter
- resting state
- density functional theory
- room temperature
- pet imaging
- functional connectivity
- cerebral blood flow
- single molecule
- cerebral ischemia
- multiple sclerosis
- data analysis
- machine learning
- subarachnoid hemorrhage
- molecular dynamics
- blood brain barrier