Learning Predictive and Interpretable Timeseries Summaries from ICU Data

Nari Johnson, Sonali Parbhoo, Andrew Slavin Ross +1

Machine learning models that utilize patient data across time (rather than just the most recent measurements) have increased performance for many risk stratification tasks in the i…