EVALUATION OF INGREDIENTS FOR TOXICITY WITH MACHINE LEARNING
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United States of America Patent
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Issued Date -
Oct 24, 2024
app pub date -
Apr 18, 2024
filing date -
Apr 18, 2024
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Abstract
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).
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