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132 * Mon, 8/8/2022, 10:30 AM - 12:20 PM CC-204B
Statistical Advances in Dimension Reduction and Feature Interpretability in Neuroimaging — Topic Contributed Papers
ENAR, Section on Statistics in Imaging, Biometrics Section
Organizer(s): Sarah M Weinstein, University of Pennsylvania
Chair(s): Russell Shinohara, University of Pennsylvania
10:35 AM Longitudinal Canonical Correlation Analysis
seonjoo lee, columbia university/NYSPI; Jongwoo Choi, NYSPI; zhiqian Fang, NYSPI; F Dubois Bowman, Univeristy of Michigan
10:55 AM Multimodal Data Fusion for Imaging Genomics
Nicole A. Lazar, Pennsylvania State University; Krissy Knight, UC San Francisco; Liang Liu, University of Georgia
11:15 AM Neurodevelopment Subtyping via Multidimensional Brain Functional Connectomes
Yize Zhao, Yale University
11:35 AM CLEAN: Leveraging Spatial Autocorrelation in Neuroimaging Data in Clusterwise Inference
Jun Young Park, University of Toronto; Mark Fiecas, University of Minnesota
11:55 AM Nuisance Variable-Adjusted Feature Extraction Through Penalized Decomposition Using Residuals
Sarah M Weinstein, University of Pennsylvania; Christos Davatzikos, University of Pennsylvania; Jimit Doshi, University of Pennsylvania; Guray Erus, University of Pennsylvania; Kristin Linn, University of Pennsylvania; Russell Shinohara, University of Pennsylvania
12:15 PM Floor Discussion