Well-Calibrated Regression Uncertainty in Medical Imaging with Deep Learning.
Max-Heinrich LavesSontje IhlerJacob Friedemann FastLüder A. KahrsTobias OrtmaierPublished in: MIDL (2020)
Keyphrases
- medical imaging
- deep learning
- medical images
- x ray
- unsupervised learning
- anatomical structures
- image processing and analysis
- medical image analysis
- image segmentation
- image registration
- computer vision
- image analysis
- machine learning
- image processing
- imaging modalities
- unsupervised feature learning
- biomedical engineering
- magnetic resonance imaging
- medical image processing
- weakly supervised
- model selection
- remote sensing
- mental models
- volumetric data
- deformable models
- image guided surgery
- biomedical imaging
- high quality
- object detection