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Invited Paper Session

Innovations in Biological Network Modeling: Unraveling Omics Data Analysis

Thu, Aug 7, 10:30 AM - 12:20 PM Room CC-104E Music City Center

Seungjun AhnOrganizerSamuel Anyaso-SamuelChair

Korean International Statistical Society co: Section on Statistics in Genomics and Geneticsco: ENAR Applied

4 Presentations

Directed Graphical Models and Causal Discovery for Zero-Inflated Data

10:35 AM - 11:00 AM

Ali Shojaie (University of Washington)

directed graphical model, zero-inflated data, network estimation, scRNA-seq

Accessible Tools and Interpretable Models for Uncovering Complex Biological Signals in Single-Cell Genomics Data

11:00 AM - 11:25 AM

Rhonda Bacher (University of Florida)

trajectory analysis, biological processes, scRNA-seq, interactive software tools

Spatial Graphical Regression Models for Spatial Transcriptomics Data

11:25 AM - 11:50 AM

Veera Baladandayuthapani (University of Michigan)

spatial graphical regression, biological network, spatial transcriptomics, graphical model.

A Network-Guided Penalized Regression with Application to Proteomics Data

11:50 AM - 12:15 PM

Seungjun Ahn (Icahn School of Medicine at Mount Sinai)

network analysis, partial penalization, network connectivity, proteomics data, protein interactions

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