Deep Learning-Based Neuromelanin MRI Changes of Isolated REM Sleep Behavior Disorder.

Journal: Movement disorders : official journal of the Movement Disorder Society
PMID:

Abstract

BACKGROUND: Isolated REM sleep behavior disorder (iRBD) is considered a prodromal stage of parkinsonism. Neurodegenerative changes in the substantia nigra pars compacta (SNc) in parkinsonism can be detected using neuromelanin-sensitive MRI.

Authors

  • Rahul Gaurav
    Center for NeuroImaging Research (CENIR), Paris Brain Institute-ICM, Paris, France.
  • Nadya Pyatigorskaya
    Center for NeuroImaging Research (CENIR), Paris Brain Institute-ICM, Paris, France.
  • Emma Biondetti
    Center for NeuroImaging Research (CENIR), Paris Brain Institute-ICM, Paris, France.
  • Romain Valabrègue
    Center for NeuroImaging Research (CENIR), Paris Brain Institute-ICM, Paris, France.
  • Lydia Yahia-Cherif
    Center for NeuroImaging Research (CENIR), Paris Brain Institute-ICM, Paris, France.
  • Graziella Mangone
    Sorbonne Université, Paris Brain Institute-ICM, INSERM U1127, CNRS UMR 7225, Pitié-Salpêtrière Hospital, Paris, France.
  • Smaranda Leu-Semenescu
    Sleep Disorders Unit, Pitié-Salpêtrière Hospital, AP-HP, Paris, France.
  • Jean-Christophe Corvol
    Sorbonne Université, Paris Brain Institute-ICM, INSERM U1127, CNRS UMR 7225, Pitié-Salpêtrière Hospital, Paris, France.
  • Marie Vidailhet
    Sorbonne Université, Paris Brain Institute-ICM, INSERM U1127, CNRS UMR 7225, Pitié-Salpêtrière Hospital, Paris, France.
  • Isabelle Arnulf
    Center for NeuroImaging Research (CENIR), Paris Brain Institute-ICM, Paris, France.
  • Stephane Lehericy
    Institut du Cerveau et de la Moelle épinière, ICM, Sorbonne Université, Inserm 1127, CNRS UMR 7225, F-75013, Paris, France; Institut du Cerveau et de la Moelle épinière, ICM, Centre de NeuroImagerie de Recherche, CENIR, Paris, France.