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Neuropsychiatry
Original research
Machine learning classification of functional neurological disorder using structural brain MRI features

Authors

  • Christiana Westlin Functional Neurological Disorder Research Group, Division of Behavioral Neurology & Integrated Brain Medicine, Department of Neurology, Massachusetts General Hospital, Harvard Medical School, Boston, Massachusetts, USAAthinoula A. Martinos Center for Biomedical Imaging, Massachusetts General Hospital, Harvard Medical School, Boston, Massachusetts, USADepartment of Psychiatry, Massachusetts General Hospital, Harvard Medical School, Boston, Massachusetts, USA PubMed articlesGoogle scholar articles
  • Andrew J Guthrie Functional Neurological Disorder Research Group, Division of Behavioral Neurology & Integrated Brain Medicine, Department of Neurology, Massachusetts General Hospital, Harvard Medical School, Boston, Massachusetts, USAAthinoula A. Martinos Center for Biomedical Imaging, Massachusetts General Hospital, Harvard Medical School, Boston, Massachusetts, USA PubMed articlesGoogle scholar articles
  • Sara Paredes-Echeverri Functional Neurological Disorder Research Group, Division of Behavioral Neurology & Integrated Brain Medicine, Department of Neurology, Massachusetts General Hospital, Harvard Medical School, Boston, Massachusetts, USAAthinoula A. Martinos Center for Biomedical Imaging, Massachusetts General Hospital, Harvard Medical School, Boston, Massachusetts, USA PubMed articlesGoogle scholar articles
  • Julie Maggio Functional Neurological Disorder Research Group, Division of Behavioral Neurology & Integrated Brain Medicine, Department of Neurology, Massachusetts General Hospital, Harvard Medical School, Boston, Massachusetts, USADepartment of Physical Therapy, Massachusetts General Hospital, Boston, Massachusetts, USA PubMed articlesGoogle scholar articles
  • Sara Finkelstein Functional Neurological Disorder Research Group, Division of Behavioral Neurology & Integrated Brain Medicine, Department of Neurology, Massachusetts General Hospital, Harvard Medical School, Boston, Massachusetts, USA PubMed articlesGoogle scholar articles
  • Ellen Godena Functional Neurological Disorder Research Group, Division of Behavioral Neurology & Integrated Brain Medicine, Department of Neurology, Massachusetts General Hospital, Harvard Medical School, Boston, Massachusetts, USA PubMed articlesGoogle scholar articles
  • Daniel Millstein Functional Neurological Disorder Research Group, Division of Behavioral Neurology & Integrated Brain Medicine, Department of Neurology, Massachusetts General Hospital, Harvard Medical School, Boston, Massachusetts, USADepartment of Psychiatry, Massachusetts General Hospital, Harvard Medical School, Boston, Massachusetts, USA PubMed articlesGoogle scholar articles
  • Julie MacLean Functional Neurological Disorder Research Group, Division of Behavioral Neurology & Integrated Brain Medicine, Department of Neurology, Massachusetts General Hospital, Harvard Medical School, Boston, Massachusetts, USADepartment of Occupational Therapy, Massachusetts General Hospital, Boston, Massachusetts, USA PubMed articlesGoogle scholar articles
  • Jessica Ranford Functional Neurological Disorder Research Group, Division of Behavioral Neurology & Integrated Brain Medicine, Department of Neurology, Massachusetts General Hospital, Harvard Medical School, Boston, Massachusetts, USADepartment of Occupational Therapy, Massachusetts General Hospital, Boston, Massachusetts, USA PubMed articlesGoogle scholar articles
  • Jennifer Freeburn Functional Neurological Disorder Research Group, Division of Behavioral Neurology & Integrated Brain Medicine, Department of Neurology, Massachusetts General Hospital, Harvard Medical School, Boston, Massachusetts, USADepartment of Speech, Language, and Swallowing Disorders, Massachusetts General Hospital, Boston, Massachusetts, USA PubMed articlesGoogle scholar articles
  • Caitlin Adams Functional Neurological Disorder Research Group, Division of Behavioral Neurology & Integrated Brain Medicine, Department of Neurology, Massachusetts General Hospital, Harvard Medical School, Boston, Massachusetts, USADepartment of Psychiatry, Massachusetts General Hospital, Harvard Medical School, Boston, Massachusetts, USA PubMed articlesGoogle scholar articles
  • Christopher Stephen Functional Neurological Disorder Research Group, Division of Behavioral Neurology & Integrated Brain Medicine, Department of Neurology, Massachusetts General Hospital, Harvard Medical School, Boston, Massachusetts, USAMovement Disorders Division, Department of Neurology, Massachusetts General Hospital, Harvard Medical School, Boston, Massachusetts, USA PubMed articlesGoogle scholar articles
  • Ibai Diez Functional Neurological Disorder Research Group, Division of Behavioral Neurology & Integrated Brain Medicine, Department of Neurology, Massachusetts General Hospital, Harvard Medical School, Boston, Massachusetts, USAAthinoula A. Martinos Center for Biomedical Imaging, Massachusetts General Hospital, Harvard Medical School, Boston, Massachusetts, USAGordon Center for Medical Imaging, Department of Radiology, Massachusetts General Hospital, Harvard Medical School, Boston, Massachusetts, USA PubMed articlesGoogle scholar articles
  • David L Perez Functional Neurological Disorder Research Group, Division of Behavioral Neurology & Integrated Brain Medicine, Department of Neurology, Massachusetts General Hospital, Harvard Medical School, Boston, Massachusetts, USAAthinoula A. Martinos Center for Biomedical Imaging, Massachusetts General Hospital, Harvard Medical School, Boston, Massachusetts, USADepartment of Psychiatry, Massachusetts General Hospital, Harvard Medical School, Boston, Massachusetts, USA PubMed articlesGoogle scholar articles
  1. Correspondence to Dr David L Perez; dlperez{at}nmr.mgh.harvard.edu; Dr Christiana Westlin; cwestlin{at}mgh.harvard.edu
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Citation

Westlin C, Guthrie AJ, Paredes-Echeverri S, et al
Machine learning classification of functional neurological disorder using structural brain MRI features
Journal of Neurology, Neurosurgery & Psychiatry Published Online First: 20 July 2024. doi: 10.1136/jnnp-2024-333499

Publication history

  • Received January 29, 2024
  • Accepted June 25, 2024
  • First published July 20, 2024.

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© Author(s) (or their employer(s)) 2024. No commercial re-use. See rights and permissions. Published by BMJ.