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    Bioautomated: An End-To-End Machine Learning Tool for Bio-Medical Science and Drug Development

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    Bioautomated: An End-To-End Machine Learning Tool for Bio-Medical Science and Drug Development

    FT. BELVOIR, VIRGINIA, UNITED STATES

    08.12.2024

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    Defense Threat Reduction Agency's Chemical and Biological Technologies Department

    The BioAutoMATED framework automates the identification of predictive ML architectures for any set of nucleic acid, peptide, or glycan sequences. The integrated pipeline includes standard data processing, a mixed model search via three open-source AutoML libraries, and general benchmarking of models. Trained models are automatically deployed for interpretation and sequence design. BioAutoMATED also includes features to externally validate models with additional datasets and retrain models on new data using transfer learning. (MIT image)

    IMAGE INFO

    Date Taken: 08.12.2024
    Date Posted: 08.12.2024 22:58
    Photo ID: 8586095
    VIRIN: 240812-D-D0490-1004
    Resolution: 2083x1385
    Size: 420.24 KB
    Location: FT. BELVOIR, VIRGINIA, US

    Web Views: 25
    Downloads: 0

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