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.
Harmonization of cortical thickness measurements across scanners and sites
3 Pith papers cite this work. Polarity classification is still indexing.
3
Pith papers citing it
years
2026 3representative citing papers
IHF-Harmony is a unified invertible hierarchy flow framework for multi-modality MRI harmonization that guarantees bijective mapping and retains source anatomy using unpaired data.
Radiogenomic models using MRI features from multiple public datasets predicted the M0 macrophage immune signature in IDH-wildtype glioblastoma with mean balanced accuracy 0.67 and precision 0.89 on held-out cohorts.
citing papers explorer
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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.
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IHF-Harmony: Multi-Modality Magnetic Resonance Images Harmonization using Invertible Hierarchy Flow Model
IHF-Harmony is a unified invertible hierarchy flow framework for multi-modality MRI harmonization that guarantees bijective mapping and retains source anatomy using unpaired data.
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Predictive Radiomics for Evaluation of Cancer Immune SignaturE in Glioblastoma: the PRECISE-GBM study
Radiogenomic models using MRI features from multiple public datasets predicted the M0 macrophage immune signature in IDH-wildtype glioblastoma with mean balanced accuracy 0.67 and precision 0.89 on held-out cohorts.