Modeling Missing Data in Clinical Time Series with RNNs

Zachary C. Lipton, David C. Kale, Randall Wetzel

We demonstrate a simple strategy to cope with missing data in sequential inputs, addressing the task of multilabel classification of diagnoses given clinical time series. Collected…