tokens: We validate the effectiveness of MetaPred on a large - scale real - world patient EHR corpus with a set of cognition related disorders as the clinical risks to be predicted , and Convolutional Neural Networks ( CNN ) as well as Long - Short Term Memory ( LSTM ) are applied as the predictors because of their popularity in EHR - based analysis .