Individualized Gaussian process-based prediction and detection of local and global gray matter abnormalities in elderly subjects

Article English OPEN
Ziegler, G.; Ridgway, G.R.; Dahnke, R.; Gaser, C.;
(2014)
  • Publisher: Academic Press
  • Journal: Neuroimage,volume 97,issue 100,pages333-348 (issn: 1053-8119, eissn: 1095-9572)
  • Related identifiers: pmc: PMC4077633, doi: 10.1016/j.neuroimage.2014.04.018
  • Subject: Brain morphology | Gaussian processes | Bayesian inference, Brain morphology, Gaussian processes, Lifespan brain aging, Single case analysis | Single case analysis | Cognitive Neuroscience | Neurology | Article | Lifespan brain aging | Bayesian inference

Structural imaging based on MRI is an integral component of the clinical assessment of patients with potential dementia. We here propose an individualized Gaussian process-based inference scheme for clinical decision support in healthy and pathological aging elderly sub... View more
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