Conformal Prediction Masks: Visualizing Uncertainty in Medical Imaging.
Gilad KutielRegev CohenMichael EladDaniel FreedmanEhud RivlinPublished in: TML4H (2023)
Keyphrases
- medical imaging
- conformal prediction
- medical images
- x ray
- image registration
- medical image processing
- computed tomography
- image processing
- image processing and analysis
- shape analysis
- image analysis
- anatomical structures
- ct images
- tree ensembles
- magnetic resonance images
- confidence levels
- image segmentation
- magnetic resonance imaging
- imaging modalities
- image guided surgery
- clinical practice
- medical image analysis
- remote sensing
- biomedical engineering
- computer vision
- image guided
- biomedical imaging
- k nearest neighbour
- ridge regression
- pattern recognition
- edge detection
- volumetric data
- face recognition
- intraoperative
- image enhancement
- mutual information
- high quality
- training data
- data mining