A novel method for causal structure discovery from EHR data and its application to type-2 diabetes mellitus

Modern AI-based clinical decision support models owe their success in part to the very large number of predictors they use. Safe and robust decision support, especially for intervention planning, requires causal, not associative, relationships. Traditional methods of causal discovery, clinical trial...

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Detalles Bibliográficos
Autores principales: Shen, Xinpeng, Ma, Sisi, Vemuri, Prashanthi, Castro, M. Regina, Caraballo, Pedro J., Simon, Gyorgy J.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2021
Materias:
Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8546093/
https://www.ncbi.nlm.nih.gov/pubmed/34697394
http://dx.doi.org/10.1038/s41598-021-99990-7

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8546093/
https://www.ncbi.nlm.nih.gov/pubmed/34697394
http://dx.doi.org/10.1038/s41598-021-99990-7

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