Improving Trustworthiness of AI Disease Severity Rating in Medical Imaging with Ordinal Conformal Prediction Sets.
Charles LuAnastasios N. AngelopoulosStuart R. PomerantzPublished in: MICCAI (8) (2022)
Keyphrases
- pattern recognition
- medical imaging
- image analysis
- image processing
- medical images
- computer vision
- machine learning
- conformal prediction
- image registration
- medical image processing
- imaging modalities
- x ray
- image processing and analysis
- ct images
- computed tomography
- medical image analysis
- image guided
- computer aided diagnosis
- magnetic resonance images
- shape analysis
- clinical practice
- anatomical structures
- image segmentation
- magnetic resonance imaging
- signal processing
- biomedical engineering
- feature extraction
- image guided surgery
- biomedical imaging
- volumetric data
- confidence levels
- pairwise
- ridge regression
- remote sensing
- feature selection