Search Results for author: Dmytro Lituiev

Found 1 papers, 0 papers with code

Time Aggregation and Model Interpretation for Deep Multivariate Longitudinal Patient Outcome Forecasting Systems in Chronic Ambulatory Care

no code implementations30 Nov 2018 Beau Norgeot, Dmytro Lituiev, Benjamin S. Glicksberg, Atul J. Butte

Clinical data for ambulatory care, which accounts for 90% of the nations healthcare spending, is characterized by relatively small sample sizes of longitudinal data, unequal spacing between visits for each patient, with unequal numbers of data points collected across patients.

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