DFMN: Dense fused Maxout network for severity prediction of brain tumor using hybrid tumor segmentation algorithm.
R. RajeswariSanthoshini SahuRamamani TripathyManikonda Srinivasa Sesha SaiPublished in: Biomed. Signal Process. Control. (2024)
Keyphrases
- segmentation algorithm
- brain tumors
- tumor segmentation
- automatic segmentation
- magnetic resonance images
- tumor growth
- image segmentation
- mr images
- segmentation method
- magnetic resonance
- unsupervised segmentation
- low grade gliomas
- superpixels
- region growing
- graph cuts
- mri images
- input image
- deformable registration
- brain tissue
- active shape model
- medical image analysis
- homogeneous regions
- brain images
- object segmentation
- watershed segmentation
- shape prior
- medical images
- image segmentation algorithm
- watershed algorithm
- segmented images
- pre segmented
- segmentation procedure
- segmentation scheme
- region merging
- segmentation result
- brain mr images
- image segmentations
- high quality
- three dimensional