MedShift: identifying shift data for medical dataset curation.
Xiaoyuan GuoJudy Wawira GichoyaHari TrivediSaptarshi PurkayasthaImon BanerjeePublished in: CoRR (2021)
Keyphrases
- data collection
- database
- data analysis
- data sets
- image data
- synthetic data
- test data
- original data
- experimental data
- data points
- knowledge discovery
- proceedings of the th international conference
- missing data
- training data
- data processing
- probability distribution
- data objects
- data quality
- database systems
- training dataset
- raw data
- databases
- medical diagnosis
- computer systems
- neural network
- end users
- data sources
- prior knowledge
- xml documents
- high quality