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Doctor AI: Predicting Clinical Events via Recurrent Neural Networks

Leveraging large historical data in electronic health record (EHR), we developed Doctor AI, a generic predictive model that covers observed medical conditions and medication uses. Doctor AI is a temporal model using recurrent neural networks (RNN) and was developed and applied to longitudinal time s...

Disgrifiad llawn

Wedi'i Gadw mewn:
Manylion Llyfryddiaeth
Cyhoeddwyd yn:JMLR Workshop Conf Proc
Prif Awduron: Choi, Edward, Bahadori, Mohammad Taha, Schuetz, Andy, Stewart, Walter F., Sun, Jimeng
Fformat: Artigo
Iaith:Inglês
Cyhoeddwyd: 2016
Pynciau:
Mynediad Ar-lein:https://ncbi.nlm.nih.gov/pmc/articles/PMC5341604/
https://ncbi.nlm.nih.gov/pubmed/28286600
Tagiau: Ychwanegu Tag
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