Sökning: "K-OPLS"

Hittade 1 uppsats innehållade ordet K-OPLS.

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

    Master-uppsats, Linköpings universitet/Medicinsk informatikLinköpings universitet/Tekniska högskolan

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

    Sammanfattning : 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. LÄS MER