Brain Tumor Classification with Tumor Segmentations and a Dual Path Residual Convolutional Neural Network from MRI and Pathology Images.
Yunzhe XueYanan YangFadi G. FarhatFrank Y. ShihOlga BoukrinaA. M. BarrettJeffrey R. BinderWilliam W. GravesUsman W. RoshanPublished in: BrainLes@MICCAI (2) (2019)
Keyphrases
- brain tumors
- brain mr images
- mri images
- mr images
- magnetic resonance images
- tumor growth
- convolutional neural network
- medical imagery
- deformable registration
- tumor segmentation
- magnetic resonance
- mri scans
- medical images
- brain tissue
- low grade gliomas
- manual segmentation
- magnetic resonance spectroscopy
- endoscopic images
- medical image analysis
- input image
- ground truth
- brain images
- pattern recognition
- brain tumor segmentation
- fully automatic
- support vector machine
- image segmentation
- mri data
- accurate segmentation
- neural network
- image data
- object recognition
- three dimensional
- computer vision
- contrast enhanced
- face detection