A giant with feet of clay: on the validity of the data that feed machine learning in medicine.
Federico CabitzaDavide CiucciRaffaele RasoiniPublished in: CoRR (2017)
Keyphrases
- data sets
- data collection
- machine learning
- knowledge discovery
- statistical analysis
- data analysis
- original data
- data distribution
- high quality
- synthetic data
- data processing
- database
- computer vision
- probability distribution
- prior knowledge
- xml documents
- end users
- data sources
- natural language processing
- neural network
- computer systems
- data structure
- background knowledge
- experimental data
- clustering algorithm
- network structure
- data mining
- data quality
- big data
- complex data