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Activity Number: 627 - Advancing the Statistical Analysis of Neuroimaging Data
Type: Invited
Date/Time: Thursday, August 1, 2019 : 10:30 AM to 12:20 PM
Sponsor: Section on Statistics in Imaging
Abstract #300525
Title: Deep Learning in Neuroimaging Genetics
Author(s): Wei Pan*
Companies: University of Minnesota
Keywords: ADNI; GWAS; Neural networks; SNPs

We first apply deep learning to brain MRI data, then we extract features from the fitted deep learning models. These features are then used in downstream analysis for a genome-wide association study (GWAS) to detect genetic variants associated with disease/traits. We will showcase the application to the ADNI data.

Authors who are presenting talks have a * after their name.

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