Essays about: "Farshad Falahati Asrami"

Found 1 essay containing the words Farshad Falahati Asrami.

  1. 1. Alzheimer's Disease Classification using K-OPLS and MRI

    University essay from Medicinsk informatik; Tekniska högskolan

    Author : Farshad Falahati Asrami; [2012]
    Keywords : Alzheimer’s Disease; Age correction; Classification; K-OPLS; MCI; MRI;

    Abstract : In this thesis, we have used the kernel based orthogonal projection to latent structures (K-OPLS) method to discriminate between Alzheimer's Disease patients (AD) and healthy control subjects (CTL), and to predict conversion from mild cognitive impairment (MCI) to AD. In this regard three cohorts were used to create two different datasets; a small dataset including 63 subjects based on the Alzheimer’s Research Trust (ART) cohort and a large dataset including 1074 subjects combining the AddNeuroMed (ANM) and the Alzheimer’s Disease Neuroimaging Initiative (ADNI) cohorts. READ MORE