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Generalization of Machine Learning Approaches to Identify Notifiable Conditions from a Statewide Health Information Exchange
Healthcare analytics is impeded by a lack of machine learning (ML) model generalizability, the ability of a model to predict accurately on varied data sources not included in the model’s training dataset. We leveraged free-text laboratory data from a Health Information Exchange network to evaluate M...
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| Publicado no: | AMIA Jt Summits Transl Sci Proc |
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| Main Authors: | , , , |
| Formato: | Artigo |
| Idioma: | Inglês |
| Publicado em: |
American Medical Informatics Association
2020
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| Assuntos: | |
| Acesso em linha: | https://ncbi.nlm.nih.gov/pmc/articles/PMC7233074/ https://ncbi.nlm.nih.gov/pubmed/32477634 |
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