An Extensive Data Processing Pipeline for MIMIC-IV.
Mehak GuptaBrennan GallamozaNicolas CutronaPranjal DhakalRaphael PoulainRahmatollah BeheshtiPublished in: ML4H@NeurIPS (2022)
Keyphrases
- data sets
- data collection
- data processing
- data analysis
- databases
- processing pipeline
- database
- complex data
- raw data
- high dimensional data
- image data
- data structure
- neural network
- prior knowledge
- small number
- artificial neural networks
- data quality
- experimental data
- synthetic data
- knowledge base
- big data
- data objects
- training data
- multimedia data
- data acquisition
- data mining algorithms
- data sources
- high quality
- statistical analysis
- knowledge discovery
- data points
- probability distribution