Learning Predictive and Interpretable Timeseries Summaries from ICU Data.
Nari JohnsonSonali ParbhooAndrew Slavin RossFinale Doshi-VelezPublished in: AMIA (2021)
Keyphrases
- data collection
- data sets
- learning algorithm
- high quality
- synthetic data
- machine learning
- image data
- data analysis
- hidden variables
- learning systems
- knowledge discovery
- data points
- learning process
- database
- raw data
- human experts
- monitoring system
- databases
- statistical analysis
- training data
- information extraction
- reinforcement learning
- high dimensional data
- neural network
- computer systems
- missing data
- experimental data
- original data
- learning models
- active learning