Current and future role of MRI in the diagnosis and prognosis of multiple sclerosis

Maria A Rocca1,2,3, Paolo Preziosa1,2,3, Frederik Barkhof4,5

  • 1Neuroimaging Research Unit, Division of Neuroscience, IRCCS San Raffaele Scientific Institute, Milan, Italy.

PubMed

Insights

Accurate diagnosis of multiple sclerosis (MS) relies on magnetic resonance imaging (MRI) criteria. Novel MRI markers and AI tools show promise for predicting MS progression and improving patient management.

Area of Science:

  • Neurology
  • Radiology
  • Medical Imaging

Background:

  • Multiple sclerosis (MS) presents with reversible neurological episodes and irreversible disability.
  • Early diagnosis and accurate prognosis are crucial for managing MS.
  • Current diagnostic criteria, like the 2017 McDonald criteria, utilize MRI but can be misapplied in atypical cases.

Purpose of the Study:

  • To review the current role of MRI in diagnosing and predicting prognosis in MS.
  • To explore emerging MRI markers for predicting disease progression.
  • To discuss the potential of AI and automated tools in MS management.

Main Methods:

  • Review of current literature on MRI in MS diagnosis and prognosis.
  • Examination of novel imaging markers and their validation status.
  • Discussion of artificial intelligence and automated quantification tools.

Main Results:

  • The 2017 McDonald criteria enhance MS diagnosis accuracy with MRI.
  • Novel imaging markers show potential for predicting MS progression.
  • AI and automated tools may aid in clinical decision-making for MS patients.

Conclusions:

  • Standardized MRI protocols and expert interpretation are vital for consistent MS diagnosis and follow-up.
  • Further validation of new MRI markers is needed for clinical integration.
  • Emerging technologies offer future improvements in MS patient management.

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