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Functional Connectivity During Visuospatial Processing in Schizophrenia: A Classification Study Using Lasso Regression.

Stéphane PotvinCharles-Édouard GiguèreAdrianna Mendrek
Published in: Neuropsychiatric disease and treatment (2021)
The results of the current study highlight that visuospatial processing is useful for examining the widespread dysconnectivity between executive, motor and visual brain regions in schizophrenia. We also demonstrate that very good classification accuracy can be achieved using visuospatial-related functional connectivity data.
Keyphrases
  • functional connectivity
  • resting state
  • working memory
  • bipolar disorder
  • machine learning
  • deep learning
  • big data
  • electronic health record
  • multiple sclerosis