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Development and Validation of a Deep Learning Algorithm for Mortality Prediction in Selecting Patients With Dementia for Earlier Palliative Care Interventions

IMPORTANCE: Early palliative care interventions drive high-value care but currently are underused. Health care professionals face challenges in identifying patients who may benefit from palliative care. OBJECTIVE: To develop a deep learning algorithm using longitudinal electronic health records to p...

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Detalles Bibliográficos
Autores principales: Wang, Liqin, Sha, Long, Lakin, Joshua R., Bynum, Julie, Bates, David W., Hong, Pengyu, Zhou, Li
Formato: Online Artículo Texto
Lenguaje:English
Publicado: American Medical Association 2019
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6628612/
https://www.ncbi.nlm.nih.gov/pubmed/31298717
http://dx.doi.org/10.1001/jamanetworkopen.2019.6972