HiRID-ICU-Benchmark - A Comprehensive Machine Learning Benchmark on High-resolution ICU Data.
Hugo YècheRita KuznetsovaMarc ZimmermannMatthias HüserXinrui LyuMartin FaltysGunnar RätschPublished in: CoRR (2021)
Keyphrases
- machine learning
- data analysis
- data sets
- knowledge discovery
- data quality
- database
- data collection
- data processing
- high quality
- data structure
- high dimensional data
- data sources
- real world
- statistical analysis
- data mining
- supervised learning
- data points
- high resolution
- training data
- input data
- super resolution
- learning algorithm
- information systems
- privacy preserving
- missing data
- raw data