Prediction of the onset of cardiovascular diseases from electronic health records using multi-task gated recurrent units

Fernando Andreotti, Frank S. Heldt, Basel Abu-Jamous +8

In this work, we propose a multi-task recurrent neural network with attention mechanism for predicting cardiovascular events from electronic health records (EHRs) at different time…