Abstract. Purpose Normative modeling of quantitative brain measurements is being widely adopted as a promising method for charting population-level developmental trajectories and identifying abnormalities in groups and individuals. Generalized additive models for location, scale, and shape (GAMLSS) are a statistical fr...
Michael E. Kim, G. Rudravaram, Adam M. Saunders et al.· Journal of Medical Imaging· 0 citations
ASL-sCoV may serve as an important hemodynamic measure for identifying perfusion deficits tied to SVD burden and progression and could provide substantial insight into the longitudinal clinical consequences of SVD.
W. Robb, Ava M. Santner, Pan-Pan Zhang et al.· Stroke· 0 citations
DORES provides a multimodal nnU-Net-based pipeline for ePVS segmentation in older adults and demonstrates robust within-cohort performance and reasonable external validity, though scanner-related effects limit application across sites.
James D. LeFevre, W. Robb, Dan-Dan Liu et al.· Magnetic Resonance Imaging· 0 citations
A simple power analysis indicates that these subtle effects of gradient nonlinearity correction can become statistically detectable in larger multi-site studies exceeding ~1000 subjects, suggesting that GNL should be considered and, where possible, corrected or at least quantified in such settings.
Praitayini Kanakaraj, Tianyuan Yao, Zhiyuan Li et al.· PLoS ONE· 0 citations
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