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Recent Context-aware LSTM for Clinical Event Time-series Prediction

In this work, we propose a novel clinical event time-series model based on the long short-term memory architecture (LSTM) that can predict future event occurrences for a large number of different clinical events. Our model relies on two sources of information to predict future events. One source is...

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Pubblicato in:Artif Intell Med Conf Artif Intell Med (2005-)
Autori principali: Lee, Jeong Min, Hauskrecht, Milos
Natura: Artigo
Lingua:Inglês
Pubblicazione: 2019
Soggetti:
Accesso online:https://ncbi.nlm.nih.gov/pmc/articles/PMC6746658/
https://ncbi.nlm.nih.gov/pubmed/31528857
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1007/978-3-030-21642-9_3
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