Uncovering convolutional neural network decisions for diagnosing multiple sclerosis on conventional MRI using layer-wise relevance propagation.
Fabian EitelEmily SoehlerJudith Bellmann-StroblAlexander Ulrich BrandtKlemens RuprechtRené M. GiessJoseph KuchlingSusanna AsseyerMartin WeygandtJohn-Dylan HaynesMichael ScheelFriedemann PaulKerstin RitterPublished in: CoRR (2019)
Keyphrases
- multiple sclerosis
- convolutional neural network
- magnetic resonance images
- gad enhancing
- white matter
- brain mri
- mr images
- face detection
- lesion segmentation
- magnetic resonance
- magnetic resonance imaging
- clinical trials
- brain tissue
- decision making
- decision makers
- medical images
- medical imaging
- corpus callosum
- neural network
- diffusion tensor
- pairwise
- image processing
- human brain
- decision support system
- manual segmentation