A Unified Kernel Regression for Diffusion Wavelets on Manifolds Detects Aging-Related Changes in the Amygdala and Hippocampus

We present a new unified kernel regression framework on manifolds. Starting with a symmetric positive definite kernel, we formulate a new bivariate kernel regression framework that is related to heat diffusion, kernel smoothing and recently popular diffusion wavelets. Various properties and performa...

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Vydáno v:Med Image Comput Comput Assist Interv
Hlavní autoři: Chung, Moo K., Schaefer, Stacey M., van Reekum, Carien M., Peschke-Schmitz, Lara, Sutterer, Mattew J., Davidson, Richard J.
Médium: Artigo
Jazyk:Inglês
Vydáno: 2014
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On-line přístup:https://ncbi.nlm.nih.gov/pmc/articles/PMC4334354/
https://ncbi.nlm.nih.gov/pubmed/25485452
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