Segmentation of Femoral Cartilage from Knee Ultrasound Images Using Mask R-CNN.
Gayatri KompellaMaria AnticoFumio SasazawaS. JeevakalaKeerthi RamDavide FontanarosaAjay K. PandeyMohanasankar SivaprakasamPublished in: EMBC (2019)
Keyphrases
- ultrasound images
- articular cartilage
- carotid artery
- manual segmentation
- medical ultrasound
- echocardiographic images
- ultrasound imaging
- active contour segmentation
- automatic segmentation
- edge detection
- fully automated
- mr images
- speckle noise
- newly introduced
- speckle reduction
- accurate segmentation
- medical images
- computer assisted
- ground truth
- ultrasound image segmentation
- active shape model
- automated segmentation
- magnetic resonance images
- gold standard
- image segmentation
- anatomical structures
- region growing
- computer vision
- segmentation algorithm
- multiscale
- segmentation method
- segmented images
- shape prior
- computer aided
- texture features
- medical imaging