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