Ensemble graph neural network model for classification of major depressive disorder using whole-brain functional connectivity

HIGHLIGHTS

• who: Sujitha Venkatapathy from the University of Pennsylvania, United States have published the research work: Ensemble graph neural network model for classification of major depressive disorder using whole-brain functional connectivity, in the Journal: (JOURNAL)
• what: A sliding-window approach was implemented to determine functional connectivity in the context of dynamic processes . To enhance the efficiency of scalable GNN, the authors propose a GNN-based ensemble model that creates customized models. This study provides a methodology for MDD analysis and classification using brain functional networks derived from R-fMRI data. Since the brain is a . . .
  

   

  

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