Portable Ultrasound Research System for Use in Automated Bladder Monitoring with Machine-Learning-Based Segmentation.
Marc FournelleTobias GrünDaniel SpeicherSteffen WeberMehmet YilmazDominik Stephan SchoebArkadiusz MiernikGerd ReisSteffen H. TretbarHolger HewenerPublished in: Sensors (2021)
Keyphrases
- machine learning
- segmentation algorithm
- segmentation accuracy
- image segmentation
- fully automatic
- joint segmentation
- real time
- ultrasound imaging
- automated analysis
- simultaneous segmentation
- pattern recognition
- level set
- deformable models
- segmentation method
- medical images
- automated segmentation
- monitoring system
- fully automated
- shape prior
- volume data
- echocardiographic images
- intensity distribution
- carotid artery
- medical ultrasound
- ultrasound images
- learning algorithm
- feature selection
- image analysis
- machine learning algorithms
- text classification
- data mining
- natural language processing
- computer assisted
- object segmentation
- computer aided
- lightweight
- statistical shape model
- treatment planning
- information extraction
- energy function
- multiscale
- human operators