Learning Predictive and Interpretable Timeseries Summaries from ICU Data.
Nari JohnsonSonali ParbhooAndrew Slavin RossFinale Doshi-VelezPublished in: CoRR (2021)
Keyphrases
- data sets
- data analysis
- database
- data structure
- supervised learning
- data collection
- data processing
- reinforcement learning
- training data
- high quality
- prior knowledge
- image data
- hidden variables
- input data
- data quality
- computer systems
- raw data
- original data
- predictive model
- bayesian methods
- learning models
- noisy data
- data mining
- knowledge acquisition
- learning algorithm
- search engine
- expert systems
- metadata