SurvivalNet: Predicting patient survival from diffusion weighted magnetic resonance images using cascaded fully convolutional and 3D Convolutional Neural Networks.
Patrick Ferdinand ChristFlorian EttlingerGeorgios KaissisSebastian SchlechtFreba AhmaddyFelix GrünAlexander ValentinitschSeyed-Ahmad AhmadiRickmer BrarenBjoern H. MenzePublished in: ISBI (2017)
Keyphrases
- convolutional neural networks
- magnetic resonance images
- diffusion weighted
- convolutional network
- mr images
- medical images
- magnetic resonance imaging
- medical imaging
- white matter
- diffusion tensor
- high resolution
- angular resolution
- brain tissue
- patient data
- brain tumors
- mri data
- clinical data
- pattern recognition
- medical image analysis
- brain images
- anatomical structures
- tensor field
- image enhancement
- diffusion coefficient
- x ray
- image data
- human brain