publication . Article . 2016

Instantiated mixed effects modeling of Alzheimer's disease markers.

Christian Ledig;
Open Access
  • Published: 24 Jun 2016
  • Publisher: Elsevie
  • Country: United Kingdom
Abstract
Abstract The assessment and prediction of a subject's current and future risk of developing neurodegenerative diseases like Alzheimer's disease are of great interest in both the design of clinical trials as well as in clinical decision making. Exploring the longitudinal trajectory of markers related to neurodegeneration is an important task when selecting subjects for treatment in trials and the clinic, in the evaluation of early disease indicators and the monitoring of disease progression. Given that there is substantial intersubject variability, models that attempt to describe marker trajectories for a whole population will likely lack specificity for the repr...
Subjects
free text keywords: AD markers, Alzheimer's disease, Longitudinal modeling, Subject stratification, Alzheimer's Disease Neuroimaging Initiative (ADNI), Neurology & Neurosurgery, 11 Medical And Health Sciences, 17 Psychology And Cognitive Sciences, Cognitive Neuroscience, Neurology
Related Organizations
Funded by
CIHR
Project
  • Funder: Canadian Institutes of Health Research (CIHR)
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