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Model and Strategy for Predicting and Discovering Drug-Drug Interactions.

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Taking several medications at the same time is an increasingly common phenomenon in our society. The combination of drugs is certainly not without risk of potentially dangerous interactions. Taking into… Click to show full abstract

Taking several medications at the same time is an increasingly common phenomenon in our society. The combination of drugs is certainly not without risk of potentially dangerous interactions. Taking into account all possible interactions is a very complex task as it is not yet known what all possible interactions between drugs and their types are. Machine learning based models have been developed to help with this task. However, the output of these models is not structured enough to be integrated in a clinical reasoning process on interactions. In this work, we propose a clinically relevant and technically feasible model and strategy for drug interactions.

Keywords: strategy predicting; predicting discovering; drug interactions; model strategy; drug

Journal Title: Studies in health technology and informatics
Year Published: 2023

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