Alzheimer's disease risk assessment using large-scale machine learning methods.

Alzheimer's disease risk assessment using large-scale machine learning methods.

The goal of this work is to introduce new metrics to assess risk of Alzheimer's disease (AD) which we call AD Pattern Similarity (AD-PS) scores. These metrics are the conditional probabilities modeled by large-scale regularized logistic regression. The AD-PS scores derived from structural MRI a...

Full description

Bibliographic Details
Main Authors: Ramon Casanova, Fang-Chi Hsu, Kaycee M Sink, Stephen R Rapp, Jeff D Williamson, Susan M Resnick, Mark A Espeland, Alzheimer's Disease Neuroimaging Initiative
Format: Article
Language:English
Published: Public Library of Science (PLoS) 2013-01-01
Series:PLoS ONE
Online Access:http://europepmc.org/articles/PMC3826736?pdf=render

Similar Items

Similar Items