Machine learning models reproducibility and validation for MR images recognition.
Ekaterina KondratevaPolina BelozerovaMaxim SharaevEvgeny BurnaevAlexander BernsteinIrina SamotaevaPublished in: ICMV (2019)
Keyphrases
- mr images
- machine learning models
- magnetic resonance
- medical images
- magnetic resonance images
- machine learning algorithms
- machine learning approaches
- nonrigid registration
- image data
- spam filtering
- mri data
- brain tumors
- brain mr images
- predictive model
- machine learning
- brain tissue
- feature extraction
- mr imaging
- phantom images
- inhomogeneity correction
- learning models
- neural network
- bias field
- surface based registration
- image registration
- partial volume
- intensity inhomogeneity