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Electronic Health Records (EHRs) contain a large volume of heterogeneous patient data, which are useful at the point of care and for retrospective research.
LifeLines: visualizing personal histories
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explICU: A web-based visualization and predictive modeling toolkit for mortality in intensive care patients
A multivariate timeseries modeling approach to severity of illness assessment and forecasting in ICU with sparse, heterogeneous clinical data
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Recurrent neural networks for multivariate time series with missing values
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Chen R, Kumar V, Fitch N, Jagadish J, Zhang L, Dunn W, et al · 2015
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Che Z, Purushotham S, Cho K, Sontag D, Liu Y · 2016
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