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Invited Paper Session

AI Approaches in Microbial Community Multi-omics

Wed, Aug 5, 10:30 AM - 12:20 PM Room CC-210A Thomas M. Menino Convention & Exhibition Center

Himel MallickOrganizerArinjita BhattacharyyaChair

Section on Statistics in Genomics and Genetics co: Biometrics Sectionco: Biopharmaceutical Section Applied

5 Presentations

Leveraging new genomic LLMs for studying under-annotated microbial genes

10:35 AM - 10:55 AM

Multistudy Multimodal Pretraining and Transfer Learning

10:55 AM - 11:15 AM

Chuxuan Gao (Weill Cornell Medicine)

Transfer learning Cooperative Learning Multimodal Integration Multistudy Pretraining Regularization

Zentangler: A Multimodal Mediation Analysis Framework for Multiview Data

11:15 AM - 11:35 AM

Co-authors: Nalin Arora, Himel Mallick (Cornell University)

Multimodal AI Causal Mediation Analysis Multimodal Integration Microbiome Multiomics

Inference on covariance structure in high-dimensional multi-view data

11:35 AM - 11:55 AM

Factor analysis High-dimensional Latent variable model Multi-omics Scalable Bayesian computation Singular value decomposition

Tweedieverse and DAssemble: Robust Multimodal Analysis for Microbiome Data

11:55 AM - 12:15 PM

Co-authors: Himel Mallick (Cornell University), Ziyu Liu

Differential Analysis Microbiome Multimodal Multi-omics Metagenomics

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