Effective Knowledge Graph Embeddings based on Multidirectional Semantics Relations for Polypharmacy Side Effects Prediction.
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DOI: 10.1093/bioinformatics/btac094
Abstract: MOTIVATION Polypharmacy is the combined use of drugs for the treatment of diseases. However, it often shows a high risk of side effects. Due to unnecessary interactions of combined drugs, the side effects of polypharmacy… read more here.
Keywords: semantics; multidirectional semantics; graph embeddings; side effects ... See more keywords