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Reverse Engineering and Evaluation of Prediction Models for Progression to Type 2 Diabetes: An Application of Machine Learning Using Electronic Health Records
BACKGROUND: Application of novel machine learning approaches to electronic health record (EHR) data could provide valuable insights into disease processes. We utilized this approach to build predictive models for progression to prediabetes and type 2 diabetes (T2D). METHODS: Using a novel analytical...
Shranjeno v:
| izdano v: | J Diabetes Sci Technol |
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| Main Authors: | , , , , , , , , , , |
| Format: | Artigo |
| Jezik: | Inglês |
| Izdano: |
SAGE Publications
2015
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| Teme: | |
| Online dostop: | https://ncbi.nlm.nih.gov/pmc/articles/PMC4738229/ https://ncbi.nlm.nih.gov/pubmed/26685993 https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1177/1932296815620200 |
| Oznake: |
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