Third-order co-skewness in fMRI is destroyed by BFM pretraining, causing poor cognition prediction; a co-skewness-preserving linear FC exceeds BFMs and raw FC.
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2 Pith papers cite this work. Polarity classification is still indexing.
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2026 2representative citing papers
Errors-in-variables regression on ABIDE-I shows the IQ-motion slope is 4.67 times smaller than OLS estimates, and pooled models yield negative out-of-sample R-squared across all 19 sites.
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The IQ-Motion Confound in Multi-Site Autism fMRI May Be Inflated by Site-Correlated Measurement Uncertainty
Errors-in-variables regression on ABIDE-I shows the IQ-motion slope is 4.67 times smaller than OLS estimates, and pooled models yield negative out-of-sample R-squared across all 19 sites.