Deep Learning Automatic Fetal Structures Segmentation in MRI Scans with Few Annotated Datasets.
Gal DudovitchDaphna Link-SouraniLiat Ben-SiraElka MillerDafna Ben-BashatLeo JoskowiczPublished in: MICCAI (6) (2020)
Keyphrases
- deep learning
- mri scans
- accurate segmentation
- mri data
- model based segmentation
- fully automatic
- medical imaging
- magnetic resonance images
- brain imaging
- brain tumors
- unsupervised learning
- machine learning
- automatic segmentation
- medical images
- segmentation method
- deformable registration
- anatomical structures
- magnetic resonance imaging
- image segmentation
- mental models
- mr images
- semi automatic
- segmentation algorithm
- image analysis
- magnetic resonance
- weakly supervised
- level set
- saliency map
- shape prior
- active contours
- image registration
- object recognition
- multiscale