Article

Enriching Representation Learning Using 53 Million Patient Notes through Human Phenotype Ontology Embedding

2022-07-21

Abstract excerpt

The Human Phenotype Ontology (HPO) is a dictionary of more than 15,000 clinical phenotypic terms with defined semantic relationships, developed to standardize their representation for phenotypic analysis. Over the last decade, the HPO has been used to accelerate the implementation of precision medicine into clinical practice. In addition, recent research in representation learning, specifically in graph embedding,...

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Literature Corpus work: 2552c3f9-e4f6-5676-93b4-477287cad1a2
DOI: 10.1101/2022.07.20.500809

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