A deep learning-based segmentation method for brain tumor in MR images.
Zhe XiaoRuohan HuangYi DingTian LanRongfeng DongZhiguang QinXinjie ZhangWei WangPublished in: ICCABS (2016)
Keyphrases
- deep learning
- segmentation method
- brain tumors
- mr images
- magnetic resonance
- magnetic resonance images
- medical images
- manual segmentation
- region growing
- image data
- accurate segmentation
- image segmentation
- machine learning
- mri data
- object segmentation
- brain mr images
- active contours
- superpixels
- automated segmentation
- deformable registration
- energy function
- nonrigid registration
- brain tissue
- segmentation result
- active contour model
- model based segmentation
- prostate cancer
- intensity inhomogeneity
- segmentation algorithm
- shape prior
- watershed segmentation
- tumor growth
- intensity information
- soft tissue
- ground truth
- imaging modalities
- contrast enhanced