Detecting schizophrenia at the level of the individual: relative diagnostic value of whole-brain images, connectome-wide functional connectivity and graph-based metrics

Du Lei, Walter H L Pinaya, Therese van Amelsvoort, Machteld Marcelis, Gary Donohoe, David O Mothersill, Aiden Corvin, Michael Gill, Sandra Vieira, Xiaoqi Huang, Su Lui, Cristina Scarpazza, Jonathan Young, Celso Arango, Edward Bullmore, Gong Qiyong*, Philip McGuire, Andrea Mechelli

*Corresponding author for this work

Research output: Contribution to journalArticleAcademicpeer-review

Original languageEnglish
Article number0033291719001934
Pages (from-to)1852-1861
Number of pages10
JournalPsychological Medicine
Volume50
Issue number11
Early online date8 Aug 2019
DOIs
Publication statusPublished - Aug 2020

Keywords

  • functional connectivity
  • graph theoretical analysis
  • machine learning
  • neuroimaging
  • schizophrenia
  • RESTING-STATE FMRI
  • NEURAL-NETWORK
  • MACHINE
  • CLASSIFICATION
  • DYSCONNECTIVITY
  • DISABILITY
  • PSYCHOSIS
  • PATTERNS
  • DISORDER
  • DISEASE

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