Non-parametric Density Modeling and Outlier-Detection in Medical Imaging Datasets.
Virgile FritschGaël VaroquauxJean-Baptiste PolineBertrand ThirionPublished in: MLMI (2012)
Keyphrases
- medical imaging
- outlier detection
- high dimensional datasets
- distance based outlier detection
- medical images
- x ray
- medical image processing
- image registration
- medical image analysis
- fraud detection
- data streams
- image segmentation
- image processing and analysis
- image analysis
- ct images
- image guided surgery
- detection algorithm
- anatomical structures
- credit card fraud detection
- magnetic resonance images
- detecting outliers
- image guided
- imaging modalities
- shape analysis
- image processing
- density ratio estimation
- volumetric data
- remote sensing
- categorical data
- magnetic resonance imaging
- detect outliers
- biomedical engineering
- data mining
- knowledge discovery
- computer vision
- real world
- high dimensional
- biomedical imaging
- change point detection
- computational vision
- density estimation
- image sequences