Automating Construction of Machine Learning Models With Clinical Big Data: Proposal Rationale and Methods

BACKGROUND: To improve health outcomes and cut health care costs, we often need to conduct prediction/classification using large clinical datasets (aka, clinical big data), for example, to identify high-risk patients for preventive interventions. Machine learning has been proposed as a key technolog...

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Detalles Bibliográficos
Autores principales: Luo, Gang, Stone, Bryan L, Johnson, Michael D, Tarczy-Hornoch, Peter, Wilcox, Adam B, Mooney, Sean D, Sheng, Xiaoming, Haug, Peter J, Nkoy, Flory L
Formato: Online Artículo Texto
Lenguaje:English
Publicado: JMIR Publications 2017
Materias:
Proposal
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5596298/
https://www.ncbi.nlm.nih.gov/pubmed/28851678
http://dx.doi.org/10.2196/resprot.7757

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5596298/
https://www.ncbi.nlm.nih.gov/pubmed/28851678
http://dx.doi.org/10.2196/resprot.7757

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