Automatic detection and segmentation of brain metastases on multimodal MR images with a deep convolutional neural network.
Odelin CharronAlex LallementDelphine JarnetVincent NobletJean-Baptiste ClavierPhilippe MeyerPublished in: Comput. Biol. Medicine (2018)
Keyphrases
- automatic detection
- brain tumors
- mr images
- convolutional neural network
- magnetic resonance
- brain mr images
- magnetic resonance images
- medical images
- lymph nodes
- brain tissue
- brain structures
- tissue segmentation
- accurate segmentation
- grey matter
- manual segmentation
- brain images
- partial volume
- image data
- deformable registration
- face detection
- brain segmentation
- mri data
- intensity inhomogeneity
- mid sagittal plane
- soft tissue
- brain mri
- cerebrospinal fluid
- clinical data
- anatomical structures
- object detection
- pre operative
- prostate cancer
- mr imaging
- gray matter
- ct images
- deformable models
- inhomogeneity correction