Leveraging deep survival models to predict quality of care risk in diverse hospital readmissions

Hospital readmissions rate is reportedly high and has caused huge financial burden on health care systems in many countries. It is viewed as an important indicator of health care providers’ quality of care. We examine the use of machine learning-based survival analysis to assess quality of care risk...

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Detalles Bibliográficos
Autores principales: Tran, Nhat Quang, Goel, Gautam, Pudota, Nirmala, Suesserman, Michael, Helms, John, Lasaga, Daniel, Olson, Dan, Bowen, Edward, Bhattacharya, Sanmitra
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2023
Materias:
Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10307854/
https://www.ncbi.nlm.nih.gov/pubmed/37380704
http://dx.doi.org/10.1038/s41598-023-37477-3

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10307854/
https://www.ncbi.nlm.nih.gov/pubmed/37380704
http://dx.doi.org/10.1038/s41598-023-37477-3

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