Machine learning classification of functional neurological disorder using structural brain MRI features.
Christiana WestlinAndrew J GuthrieSara Paredes-EcheverriJulie MaggioSara FinkelsteinEllen GodenaDaniel MillsteinJulie MacLeanJessica RanfordJennifer FreeburnCaitlin AdamsChristopher StephenIbai DiezDavid L PerezPublished in: Journal of neurology, neurosurgery, and psychiatry (2024)
These findings underscore the interconnection of brain structure and function in the pathophysiology of FND and demonstrate the feasibility of using structural MRI to classify the disorder. Out-of-sample replication and larger-scale classifier efforts incorporating psychiatric and neurological controls are needed.
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