A New Approach to Pharmacometrics: Recurrent Neural Networks for Modeling Drug Exposure and Drug Response CDER has successfully used its machine learning model to predict the pharmacodynamic responses of individuals encountering dosing regimens differing from input data from which the model was constructed. This finding is significant, because changes in dosing regimens must often be considered over the course of a drug development process. |
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