EVALUATION OF INGREDIENTS FOR TOXICITY WITH MACHINE LEARNING

    公开(公告)号:US20240355434A1

    公开(公告)日:2024-10-24

    申请号:US18639124

    申请日:2024-04-18

    申请人: Sensorygen, Inc.

    IPC分类号: G16H10/20 G06N5/022

    CPC分类号: G16H10/20 G06N5/022

    摘要: Systems and methods for evaluating the toxicity of a chemical or chemicals are provided, including evaluating the estimated success or failure in clinical trials and a comprehensive profile of human proteins and biochemical pathways implicated. A user can direct the output toward their intended use case. A web interface and/or an application programming interface can be used, and customization is permitted to build new machine learning models that predict activity on human proteins of interest (e.g., those that are currently not built-in or prepackaged with the application or service).