HiRID-ICU-Benchmark - A Comprehensive Machine Learning Benchmark on High-resolution ICU Data.
Hugo YècheRita KuznetsovaMarc ZimmermannMatthias HüserXinrui LyuMartin FaltysGunnar RätschPublished in: NeurIPS Datasets and Benchmarks (2021)
Keyphrases
- machine learning
- data sets
- data analysis
- data processing
- raw data
- synthetic data
- high resolution
- image data
- data quality
- spatial data
- data mining
- end users
- intensive care units
- missing data
- knowledge discovery
- database
- input data
- text classification
- knowledge acquisition
- data collection
- statistical analysis
- training data
- prior knowledge
- high dimensional data
- association rules
- background knowledge
- data points
- real world
- data sources