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