BDAL: Balanced Distribution Active Learning for MRI Cardiac Multistructures Segmentation.
Xiu ShuYunyun YangJun LiuXiaojun ChangBoying WuPublished in: IEEE Trans. Ind. Informatics (2024)
Keyphrases
- active learning
- brain scans
- medical images
- cardiac mri
- mr imaging
- long axis
- brain mri
- magnetic resonance imaging
- medical imaging
- myocardial infarction
- mr images
- cardiac mr images
- magnetic resonance images
- blood pool
- mri images
- level set
- tagged mri
- left ventricle
- accurate segmentation
- mri scans
- brain tumor segmentation
- brain tumors
- mri data
- image segmentation
- automatic segmentation
- image analysis
- manual segmentation
- cardiac magnetic resonance
- model based segmentation
- fully automatic
- intra subject
- imaging modalities
- intensity distribution
- segmentation algorithm
- segmentation method
- high resolution
- semi supervised
- imbalanced class distribution
- phase contrast
- left ventricular
- brain structures
- expected loss
- bias field
- short axis
- tissue segmentation
- positron emission tomography
- region growing
- partial volume
- training data
- learning algorithm