Biological Tissue Sections Instance Segmentation Based on Active Learning.
Yanan LvHaoze JiaHaoran ChenXi ChenGuodong SunHua HanPublished in: ICONIP (10) (2023)
Keyphrases
- active learning
- mr brain
- image analysis
- level set
- partial volume
- segmentation method
- confocal images
- intensity distribution
- shape prior
- segmentation algorithm
- image segmentation
- semi supervised
- fully automatic
- brain tumors
- cell nuclei
- lymph nodes
- probabilistic atlas
- brain structures
- biological systems
- random sampling
- region growing
- medical imaging
- energy function
- edge detection
- accurate segmentation
- microscopy images
- learning process
- mr imaging
- ultrasound imaging
- probability maps
- optical coherence tomography
- learning algorithm
- low contrast
- three dimensional
- tissue segmentation
- dce mri
- post mortem
- medical images
- version space
- machine learning