Learning Conceptual-Contextual Embeddings for Medical Text
Table 6: Post-discharge mortality prediction performance
['[BOLD] Model', '[BOLD] 30-day', '[BOLD] 1-year']
In this task we predict post ICU discharge mortality. Note that like in the previous task, results from other works are listed mainly for reference rather than direct comparison, for these models use different information from EHR as input. Although not matching with state-of-the-art, the performance gain of the CC model over an LSTM model is consistent.