Explaining clinical decision support systems in medical imaging using cycle-consistent activation maximization.
Alexander KatzmannOliver TaubmannStephen AhmadAlexander MühlbergMichael SühlingHorst-Michael GroßPublished in: Neurocomputing (2021)
Keyphrases
- medical imaging
- clinical practice
- clinical decision support systems
- medical images
- x ray
- imaging modalities
- medical image analysis
- anatomical structures
- image registration
- computed tomography
- medical image processing
- image processing and analysis
- shape analysis
- ct images
- image analysis
- image segmentation
- image processing
- clinical trials
- magnetic resonance images
- image guided
- remote sensing
- magnetic resonance imaging
- clinical practice guidelines
- information processing
- decision support
- brain mr images
- image guided surgery
- biomedical engineering
- computer vision
- data mining
- volumetric data
- mri data
- decision support system
- three dimensional
- artificial intelligence
- neural network
- biomedical imaging
- databases