A Long Short-Term Memory Ensemble Approach for Improving the Outcome Prediction in Intensive Care Unit

In intensive care unit (ICU), it is essential to predict the mortality of patients and mathematical models aid in improving the prognosis accuracy. Recently, recurrent neural network (RNN), especially long short-term memory (LSTM) network, showed advantages in sequential modeling and was promising f...

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Detalles Bibliográficos
Autores principales: Xia, Jing, Pan, Su, Zhu, Min, Cai, Guolong, Yan, Molei, Su, Qun, Yan, Jing, Ning, Gangmin
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Hindawi 2019
Materias:
Research Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6885179/
https://www.ncbi.nlm.nih.gov/pubmed/31827589
http://dx.doi.org/10.1155/2019/8152713

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