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Invited Paper Session

Frontiers in Biomedical Imaging and -Omics Data Analysis

Wed, Aug 6, 10:30 AM - 12:20 PM Room CC-208B Music City Center

Wenrui LiOrganizerSuprateek KunduChair

ENAR co: Section on Statistics in Imagingco: International Chinese Statistical Association Applied

4 Presentations

Accounting for Network Noise in Graph-Guided Bayesian Modeling of -Omics Data

10:35 AM - 11:00 AM

Wenrui Li (University of Connecticut)

Co-authors: Changgee Chang (Indiana University), Suprateek Kundu, Qi Long

Brain network Scalar-on-function prediction MCMC algorithm

Uncovering heterogeneous Tau network diffusion based on new generative modeling

11:00 AM - 11:25 AM

Yize Zhao (Yale University)

Network modeling Generative modeling Imaging

LLOT: application of Laplacian Linear Optimal Transport in spatial transcriptome reconstruction

11:25 AM - 11:50 AM

Dehan Kong (University of Toronto)

Data integration, Linear Map, Laplacian Optimal Transport, Spatial Expressions, scRNA-seq

Multi-view Multivariate Mediation Analysis with Applications to Alzheimer's Disease

11:50 AM - 12:15 PM

Sandra Safo (University of Minnesota)

Multimodal data integration Causal mediation analysis high dimensional analysis variable selection multiview learning

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