Weakly- and Semi-Supervised Probabilistic Segmentation and Quantification of Ultrasound Needle-Reverberation Artifacts to Allow Better AI Understanding of Tissue Beneath Needles.
Alex Ling Yu HungEdward ChenJohn M. GaleottiPublished in: CoRR (2020)
Keyphrases
- soft tissue
- ultrasound imaging
- semi supervised
- medical images
- elastic properties
- ultrasound images
- needle insertion
- mr brain
- ultrasound guided
- artificial intelligence
- intensity distribution
- magnetic resonance
- segmentation algorithm
- image analysis
- volume data
- confocal images
- level set
- finite element
- carotid artery
- quantitative evaluation
- segmentation method
- brain tumors
- deformable models
- speckle noise
- partial volume
- anatomical structures
- semi supervised learning
- tissue characterization
- optical coherence tomography
- machine learning
- ct images
- labeled data
- cell nuclei
- medical imaging
- ai researchers
- post mortem
- tissue segmentation
- image registration
- active learning
- image segmentation