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Topic-Contributed Paper Session

Recent Advances in Analysis of Large-Scale Omics Data

Thu, Aug 10, 8:30 AM

Zuoheng WangOrganizerXiting YanChair

Section on Statistics in Genomics and Genetics

5 Presentations

Similarity-assisted variational autoencoder for nonlinear dimension reduction with application to single-cell RNA sequencing data

8:35 AM - 8:55 AM

Analysis of cell-cell interactions at the single-cell level using NICHES

8:55 AM - 9:15 AM

Micha_Sam_Brickman Raredon (Yale university)

Graphical generative model for identification of disease associated perturbations to intercellular communications in single-cell RNA sequencing data

9:15 AM - 9:35 AM

Zuoheng Wang (Yale School of Public Health)

Co-authors: Ji Qi (Yale University), Nating Wang (Yale University), Taylor Adams (Yale School of Medicine), Naftali Kaminski (Yale School of Medicine), Xiting Yan (Yale University)

Characterizing the brain regulatory grammar at a single-cell resolution to highlight disease-driving genetic and epigenetic dysregulations

9:35 AM - 9:55 AM

Co-authors: Jing Zhang (University of California, Irvine)

A gene-based association test of maternal, fetal genes and their interactions identifies genes associated with non-syndromic congenital heart defects

9:55 AM - 10:15 AM

Ming Li (Indiana University Bloomington)

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