Revitalize the Potential of Radiomics: Interpretation and Feature Stability in Medical Imaging Analyses through Groupwise Feature Importance.
Anna Theresa StüberStefan CoorsMichael IngrischPublished in: xAI (Late-breaking Work, Demos, Doctoral Consortium) (2023)
Keyphrases
- medical imaging
- feature importance
- medical image analysis
- image registration
- medical images
- random forest
- x ray
- ct images
- image analysis
- image processing and analysis
- medical image processing
- computed tomography
- anatomical structures
- shape analysis
- imaging modalities
- image processing
- semi supervised
- magnetic resonance images
- relevance feedback
- feature selection
- volumetric data
- remote sensing
- computer aided diagnosis
- image segmentation
- image guided
- magnetic resonance imaging
- clinical practice
- biomedical engineering
- computer vision
- surface registration
- biomedical imaging
- brain mr images
- image guided surgery
- information retrieval
- mr images