STARFormer uses eigenvector centrality to reorder fMRI brain regions and a variable-window transformer to reach reported state-of-the-art accuracy on ASD and ADHD, but its cross-validation protocol may be contaminated by test data.
Large-scale brain functional network topology disruptions underlie symptom heterogeneity in children with attention-deficit/hyperactivity disorder
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STARFormer: A Novel Spatio-Temporal Aggregation Reorganization Transformer of FMRI for Brain Disorder Diagnosis
STARFormer uses eigenvector centrality to reorder fMRI brain regions and a variable-window transformer to reach reported state-of-the-art accuracy on ASD and ADHD, but its cross-validation protocol may be contaminated by test data.