Risk of Training Diagnostic Algorithms on Data with Demographic Bias.
Samaneh Abbasi-SureshjaniRalf RaumannsBritt E. J. MichelsGerard SchoutenVeronika CheplyginaPublished in: iMIMIC/MIL3ID/LABELS@MICCAI (2020)
Keyphrases
- data sets
- data collection
- data structure
- database
- data distribution
- data reduction
- raw data
- statistical analysis
- data mining techniques
- data analysis
- significant improvement
- noisy data
- original data
- sensor data
- synthetic data
- computationally efficient
- social networks
- high quality
- data processing
- optimization problems
- data points
- input data
- spatial data
- data mining algorithms
- learning algorithm
- statistical methods
- neural network
- computational cost
- data objects
- prior knowledge
- databases