Learning to Diagnose with LSTM Recurrent Neural Networks
international conference on learning representations, 2015.
Clinical medical data, especially in the intensive care unit (ICU), consist of multivariate time series of observations. For each patient visit (or episode), sensor data and lab test results are recorded in the patient's Electronic Health Record (EHR). While potentially containing a wealth of insights, the data is difficult to mine effe...More
PPT (Upload PPT)