Quantitative Analysis of Patch-Based Fully Convolutional Neural Networks for Tissue Segmentation on Brain Magnetic Resonance Imaging.
José BernalKaisar KushibarMariano CabezasSergi ValverdeArnau OliverXavier LladóPublished in: IEEE Access (2019)
Keyphrases
- quantitative analysis
- tissue segmentation
- magnetic resonance imaging
- magnetic resonance images
- convolutional neural networks
- medical images
- mri data
- brain tissue
- medical imaging
- mri images
- white matter
- partial volume
- diffusion tensor
- brain mri
- brain tumors
- medical image analysis
- mr images
- brain structures
- magnetic resonance
- gray matter
- imaging modalities
- multiscale
- image intensity
- automatic segmentation
- synthetic data
- pattern recognition