An interactive fitness-for-use data completeness tool to assess activity tracker data.
Sylvia ChoIpek EnsariNoémie ElhadadChunhua WengJennifer M. RadinBrinnae BentPooja M. DesaiKarthik NatarajanPublished in: J. Am. Medical Informatics Assoc. (2022)
Keyphrases
- data sets
- synthetic data
- high quality
- data analysis
- input data
- data quality
- database
- missing data
- statistical analysis
- data processing
- image data
- data points
- data sources
- genetic algorithm
- data structure
- learning algorithm
- noisy data
- raw data
- end users
- data collection
- knowledge discovery
- bayesian networks
- computer systems
- dimensionality reduction
- high dimensional data
- small number
- data mining
- spatial data
- data distribution
- data streams
- original data
- data objects
- neural network