Noise and Outlier Filtering in Heterogeneous Medical Data Sources.
Noor AlaydieFarshad FotouhiChandan K. ReddyHamid Soltanian-ZadehPublished in: DEXA Workshops (2010)
Keyphrases
- data sources
- distributed data sources
- filtering method
- heterogeneous data
- heterogeneous data sources
- median filter
- data integration
- salt pepper
- filtering process
- heterogeneous sources
- outlier detection
- distributed heterogeneous
- noise removal
- noise level
- signal to noise ratio
- medical imaging
- noise model
- disparate data sources
- missing data
- noise reduction
- random noise
- bandpass
- noise filtering
- image noise
- additive noise
- noisy data
- medical domain
- filtering algorithm
- noise detection
- database systems
- weighted averaging
- multiscale
- data sets
- information sources
- medical experts
- noise free
- medical records
- gaussian noise
- distributed data
- medical data
- medical diagnosis