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Simulation of a machine learning enabled learning health system for risk prediction using synthetic patient data

When enabled by machine learning (ML), Learning Health Systems (LHS) hold promise for improving the effectiveness of healthcare delivery to patients. One major barrier to LHS research and development is the lack of access to EHR patient data. To overcome this challenge, this study demonstrated the f...

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Detalles Bibliográficos
Autores principales: Chen, Anjun, Chen, Drake O.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9606301/
https://www.ncbi.nlm.nih.gov/pubmed/36289292
http://dx.doi.org/10.1038/s41598-022-23011-4