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Abstract Details

Activity Number: 56
Type: Invited
Date/Time: Sunday, July 29, 2012 : 4:00 PM to 5:50 PM
Sponsor: IMS
Abstract - #303512
Title: Multimodal Brain Imaging Studies for Prediction
Author(s): Brian Scott Caffo*+
Companies: The Johns Hopkins University
Address: 615 N Wolfe Street, Baltimore, MD, 21205, USA
Keywords: adhd ; fmri ; mri ; machine learning ; random forest ; boosting

In this talk we discuss statistical methods for using brain imaging data to predict developmental disorders. We will overview different forms of brain connectivity and potential modalities for measurement of brain structure and function. We propose methods for analyzing functional connectivity and its use in prediction models. The resulting models will be used to predict attention deficit hyperactive disorder.

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