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78 results about "Hepatic toxicity" patented technology

Method for predicting hepatotoxicity caused by drug interaction based on graph neural network model

The invention discloses a method for predicting hepatotoxicity caused by drug interaction based on a graph neural network model, which comprises the following steps: establishing a deep learning model for predicting hepatotoxicity caused by drug interaction based on a graph neural network, and predicting hepatotoxicity caused by drug interaction based on the deep learning model, the method comprises the following steps: encoding two drug molecules by using a drug molecule encoder constructed based on a graph neural network, predicting a hepatotoxicity score caused by interaction of the two drugs through a full-connection neural network, and judging whether the combination of the two drugs can cause hepatotoxicity according to the predicted hepatotoxicity score. The method not only reduces the fund and time investment of drug combination preclinical toxicity research and development to a certain extent, but also can accurately predict the drug interaction hepatotoxicity during drug combination, and avoids the injury to the liver of a patient due to combination of a plurality of drugs. Unnecessary medicine combination clinical experiments during development of a new treatment scheme are reduced, and the success rate of the clinical experiments is increased.
Owner:PRECISION SCI BIOMEDICINE (SUZHOU) CO LTD +2
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