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Language Models Are An Effective Representation Learning Technique For Electronic Health Record Data
Widespread adoption of electronic health records (EHRs) has fueled the development of using machine learning to build prediction models for various clinical outcomes. However, this process is often constrained by having a relatively small number of patient records for training the model. We demonstr...
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| Udgivet i: | J Biomed Inform |
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| Main Authors: | , , , , , |
| Format: | Artigo |
| Sprog: | Inglês |
| Udgivet: |
2020
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| Fag: | |
| Online adgang: | https://ncbi.nlm.nih.gov/pmc/articles/PMC7863633/ https://ncbi.nlm.nih.gov/pubmed/33290879 https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1016/j.jbi.2020.103637 |
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