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  • W36: Mergeomics for Multiomics Integration

    529 Boyer Hall 611 Charles E Young Dr E,, Los Angeles, CA, United States

    Mergeomics is a computational tool designed to elucidate the underlying pathways, networks, and key regulators of complex diseases by integrating multi-omics data (genomics, transcriptomics, epigenomics, proteomics, etc). With use of integrative omics concepts and network modeling methods, this tool can uncover disease-associated gene sets and biological pathways across omics layers and can identify key drivers […]

  • W27: Systems biology of metabolism – workflows and resources for multi-omics data integration

    ZOOM CA, United States

    The application of omics (i.e., metabolomics, proteomics, transcriptomics, genomics) has become greatly popular in the life sciences. These technologies unlock the investigation of metabolism across thousands of genes, proteins, and metabolites, and provide a holistic perspective on the system of interest. However, to gather a systems-level understanding of biological functions in health and disease, omics […]

  • W37: Applications of Large Language Models

    529 Boyer Hall 611 Charles E Young Dr E,, Los Angeles, CA, United States

    This 3-day interactive workshop introduces the overarching principles guiding generative modeling and specifically Large-Scale Language Models (LLM), their application in Python for inference, and specific use-cases in Genomics. Experience with Python is necessary, and basic knowledge about ML workflows is preferred. At the end of this workshop, you WILL be comfortable with loading, inferencing and […]

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