Essays about: "Konstantinos Poulakis"

Found 1 essay containing the words Konstantinos Poulakis.

  1. 1. Alzheimer's disease heterogeneity assessment using high dimensional clustering techniques

    University essay from Linköpings universitet/Statistik; Linköpings universitet/Filosofiska fakulteten

    Author : Konstantinos Poulakis; [2016]
    Keywords : Alzheimer s; heterogeneity; atrophy; clustering; Bayesian; morphometry; dimension;

    Abstract : This thesis sets out to investigate the Alzheimer's disease (AD) heterogeneity in an unsupervised framework. Different subtypes of AD were identified in the past from a number of studies. The major objective of the thesis is to apply clustering methods that are specialized in coping with high dimensional data sets, in a sample of AD patients. READ MORE