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Monitoring ICU Mortality Risk with A Long Short-Term Memory Recurrent Neural Network

In intensive care units (ICU), mortality prediction is a critical factor not only for effective medical intervention but also for allocation of clinical resources. Structured electronic health records (EHR) contain valuable information for assessing mortality risk in ICU patients, but current mortal...

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Detalles Bibliográficos
Autores principales: Yu, Ke, Zhang, Mingda, Cui, Tianyi, Hauskrecht, Milos
Formato: Online Artículo Texto
Lenguaje:English
Publicado: 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6934094/
https://www.ncbi.nlm.nih.gov/pubmed/31797590