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.
Disrupted brain functional network in internet addiction disorder: a resting-state functional magnetic resonance imaging study.PloS One, 9(9):e107306, 2014
1 Pith paper cite this work. Polarity classification is still indexing.
1
Pith paper citing it
citation-role summary
background 1
citation-polarity summary
fields
eess.IV 1years
2024 1verdicts
REJECT 1roles
background 1polarities
background 1representative citing papers
citing papers explorer
-
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.