Uncertainty-aware performance assessment of optical imaging modalities with invertible neural networks.
Tim J. AdlerLynton ArdizzoneAnant Suraj VemuriLeonardo AyalaJanek GröhlThomas KirchnerSebastian J. WirkertJakob KruseCarsten RotherUllrich KötheLena Maier-HeinPublished in: CoRR (2019)
Keyphrases
- imaging modalities
- optical imaging
- neural network
- medical images
- medical imaging
- low contrast
- medical image analysis
- medical data
- mri images
- clinical applications
- image guided
- volumetric images
- clinical trials
- radiographic images
- anatomical structures
- pattern recognition
- intraoperative
- treatment planning
- positron emission tomography
- deformable models
- x ray
- multimedia
- machine learning
- magnetic resonance images
- shape analysis
- region of interest
- semi automatic
- empirical studies
- databases