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Modeling Multivariate Clinical Event Time-series with Recurrent Temporal Mechanisms

In this work, we propose a novel autoregressive event time-series model that can predict future occurrences of multivariate clinical events. Our model represents multivariate event time-series using different temporal mechanisms aimed to fit different temporal characteristics of the time-series. In...

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Bibliografiska uppgifter
I publikationen:Artif Intell Med
Huvudupphovsmän: Lee, Jeong Min, Hauskrecht, Milos
Materialtyp: Artigo
Språk:Inglês
Publicerad: 2021
Ämnen:
Länkar:https://ncbi.nlm.nih.gov/pmc/articles/PMC7943294/
https://ncbi.nlm.nih.gov/pubmed/33581828
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1016/j.artmed.2021.102021
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