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Leveraging graph-based hierarchical medical entity embedding for healthcare applications
Automatic representation learning of key entities in electronic health record (EHR) data is a critical step for healthcare data mining that turns heterogeneous medical records into structured and actionable information. Here we propose ME2Vec, an algorithmic framework for learning continuous low-dim...
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| Udgivet i: | Sci Rep |
|---|---|
| Main Authors: | , , , , |
| Format: | Artigo |
| Sprog: | Inglês |
| Udgivet: |
Nature Publishing Group UK
2021
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| Fag: | |
| Online adgang: | https://ncbi.nlm.nih.gov/pmc/articles/PMC7955058/ https://ncbi.nlm.nih.gov/pubmed/33712670 https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1038/s41598-021-85255-w |
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