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562 Thu, 8/11/2022, 10:30 AM - 12:20 PM CC-142
Regression Methods for Neuroimaging Data — Contributed Papers
Section on Statistics in Imaging
Chair(s): Kristin Linn, University of Pennsylvania
10:35 AM Mixed Spline Modeling to Estimate the Onset of MS-Specific Thalamic Atrophy Using Brain MRI Scans
Steven Y Cen, University of Southern California; Christina J. Azevedo, University of Southern California; Daniel Pelletier, University of Southern California; Saeed Moazami, University of Southern California; Mulugeta Gebregziabher, Medical University of South Carolina
10:50 AM Utilizing Baseline Information in Addition to Task-Related Information in fMRI
Daniel B Rowe, Marquette University
11:05 AM Mediation Analysis for Multimodal Neuroimaging Data with Application to Alzheimer’s Disease
Zhe Sun, Yale University; Yize Zhao, Yale University
11:20 AM Envelop-Based Quantile Tensor Regression Model with Application to Neuroimaging Data
Dayu Sun, Emory University; Limin Peng, Emory University; Ying Guo, Emory University; Amita Manatunga, Emory Unversity
11:35 AM Multivariate Residualization in Medical Imaging Analyses
Kevin Donovan, University of Pennsylvania; Kristin Linn, University of Pennsylvania; Russell Shinohara, University of Pennsylvania
11:50 AM Optimal Ridge Penalization in High-Dimensional Testing
Iris Ivy Gauran, King Abdullah University of Science and Technology; Zhaoxia Yu, University of California Irvine; Hernando Ombao, King Abdullah University of Science and Technology
12:05 PM Floor Discussion