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Invited Paper Session

Success Stories in Community-Driven AI and Data Science

Sun, Aug 2, 4:00 PM - 5:50 PM Room CC-258C Thomas M. Menino Convention & Exhibition Center

Himel MallickOrganizerChuxuan GaoChair

Section on Statistics in Genomics and Genetics co: Biometrics Sectionco: International Indian Statistical Association Applied

4 Presentations

Avoiding quantitative pitfalls in modern microbiome epidemiology

4:05 PM - 4:25 PM

Curtis Huttenhower (Harvard School of Public Health)

microbiome microbiota microbial community epidemiology

Co-Designing Ethical, Multimodal AI for CKD Risk Prediction: A Community-Driven Framework

4:25 PM - 4:45 PM

Pinaki Sarder (University of Florida)

Multimodal AI Kidney Disease Digital Pathology Spatial Omics Community Science Data Science

Compact genomic language models paired with large language models for biomedical discovery

4:45 PM - 5:05 PM

Ali Rahnavard (The George Washington University)

genomic language models 16S rRNA sequencing Metagenomics Genotype–phenotype associations Guided tokenization Antibiotic resistance genes

Novel Probabilistic AI Methods for Harnessing the Microbiome to Improve Human Health

5:05 PM - 5:25 PM

Georg Gerber (Harvard Medical School)

generative artificial intelligence machine learning Bayesian variational encoder

Discussant

Bhramar Mukherjee (Yale University School of Public Health)

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