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Hard for humans, hard for machines: predicting readmission after psychiatric hospitalization using narrative notes

Machine learning has been suggested as a means of identifying individuals at greatest risk for hospital readmission, including psychiatric readmission. We sought to compare the performance of predictive models that use interpretable representations derived via topic modeling to the performance of hu...

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Detalhes bibliográficos
Publicado no:Transl Psychiatry
Main Authors: Boag, William, Kovaleva, Olga, McCoy, Thomas H., Rumshisky, Anna, Szolovits, Peter, Perlis, Roy H.
Formato: Artigo
Idioma:Inglês
Publicado em: Nature Publishing Group UK 2021
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC7801508/
https://ncbi.nlm.nih.gov/pubmed/33431794
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1038/s41398-020-01104-w
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