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Global Barriers to the Diagnosis of Multiple Sclerosis: Data From the Multiple Sclerosis International Federation Atlas of MS, Third Edition.

Andrew J SolomonRuth Ann MarrieShanthi ViswanathanJorge CorrealeMelinda MagyariNeil P RobertsonDeanna R SaylorWendy KayeLindsay RechtmanEunchan BaeRussell Taki ShinoharaRachel KingJoanna Laurson-DoubeAnne Helme
Published in: Neurology (2023)
This study finds pervasive consistent global barriers to early diagnosis of MS. While these barriers reflected a lack of resources in many countries, the data also suggest that interventions designed to develop and implement accessible education and training can provide cost-effective opportunities to improve access to early MS diagnosis.
Keyphrases
  • multiple sclerosis
  • electronic health record
  • white matter
  • mass spectrometry
  • big data
  • healthcare
  • ms ms
  • machine learning
  • virtual reality
  • deep learning
  • artificial intelligence