Segmentation of ultrasound images of fetal anatomic structures using random forest for low-cost settings.
Evelyn Arthur AntoBenjamin AmoahAlessandro CrimiPublished in: EMBC (2015)
Keyphrases
- ultrasound images
- random forest
- echocardiographic images
- medical ultrasound
- active contour segmentation
- ultrasound imaging
- carotid artery
- medical images
- edge detection
- speckle noise
- decision trees
- speckle reduction
- feature set
- ensemble methods
- region growing
- base classifiers
- segmentation method
- fully automatic
- image segmentation
- segmentation algorithm
- multiscale
- multi label
- level set
- data sets