180 citations · 687 across the 34 of their papers we have counts for
Showing 2016 · stat.APShow all
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stat.AP2016★ 1 cited
Stable and predictive functional domain selection with application to brain images
Ah Yeon Park, John A. D. Aston, Frederic Ferraty
Motivated by increasing trends of relating brain images to a clinical outcome of interest, we propose a functional domain selection (FuDoS) method that effectively selects subregio…
stat.AP2016★ 60 cited
Smooth Principal Component Analysis over two-dimensional manifolds with an application to Neuroimaging
Eardi Lila, John A. D. Aston, Laura M. Sangalli
Motivated by the analysis of high-dimensional neuroimaging signals located over the cortical surface, we introduce a novel Principal Component Analysis technique that can handle fu…