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A framework for feature extraction from hospital medical data with applications in risk prediction
BACKGROUND: Feature engineering is a time consuming component of predictive modeling. We propose a versatile platform to automatically extract features for risk prediction, based on a pre-defined and extensible entity schema. The extraction is independent of disease type or risk prediction task. We...
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| Publicado no: | BMC Bioinformatics |
|---|---|
| Main Authors: | , , , , , , , |
| Formato: | Artigo |
| Idioma: | Inglês |
| Publicado em: |
BioMed Central
2014
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| Assuntos: | |
| Acesso em linha: | https://ncbi.nlm.nih.gov/pmc/articles/PMC4310185/ https://ncbi.nlm.nih.gov/pubmed/25547173 https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1186/s12859-014-0425-8 |
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