- Modeling polypharmacy side effects with graph convolutional networks
Here, we present Decagon, an approach for modeling polypharmacy side effects The approach constructs a multimodal graph of protein–protein interactions, drug–protein target interactions and the polypharmacy side effects, which are represented as drug–drug interactions, where each side effect is an edge of a different type Decagon is developed specifically to handle such multimodal
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