Segmentation of Tau Stained Alzheimers Brain Tissue Using Convolutional Neural Networks.
Alexander WurtsDerek H. OakleyBradley T. HymanSiddharth SamsiPublished in: EMBC (2020)
Keyphrases
- brain tissue
- convolutional neural networks
- brain mr images
- caudate nucleus
- low grade gliomas
- segmentation algorithm
- automatic segmentation
- tissue segmentation
- brain tumors
- grey level
- microscopic images
- magnetic resonance images
- partial volume
- brain atlas
- multiscale
- mr images
- image segmentation
- region growing
- mri data
- microscopy images
- gray matter
- segmentation method
- convolutional network
- cell nuclei
- image analysis
- brain images
- medical images
- level set
- low contrast
- white matter
- edge detection
- medical imaging
- fully automatic
- ground truth
- magnetic resonance
- synthetic data
- diffusion tensor imaging
- random fields
- intensity distribution
- textured images
- morphological operations
- medical image analysis