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MF-HGNN: A multi-view fusion heterogeneous graph neural network for psychiatric disorder diagnosis
Distinctive subcortical connectivity predicts treatment response in first-episode schizophrenia.
A distinctive subcortical FC pattern dominated by the striatum was identified that was associated with overall treatment outcomes in first-episode schizophrenia and was positively correlated with the actual reduction in PANSS total scores following antipsychotic treatment.
Machine-learning classification of children and adolescents with ASD using resting-state frequency-specific intrinsic activity
Frequency-specific resting-state features, particularly local synchronization in the slow-4 band, capture developmental-stage-related variation within ASD, highlighting the potential of frequency-specific rs-fMRI metrics as candidate markers for characterizing neurodevelopmental stages in ASD.