Unsupervised Deep Learning for Hippocampus Segmentation in 7.0 Tesla MR Images.
Minjeong KimGuorong WuDinggang ShenPublished in: MLMI (2013)
Keyphrases
- mr images
- deep learning
- accurate segmentation
- medical images
- unsupervised learning
- brain structures
- brain mr images
- magnetic resonance
- partial volume
- brain tumors
- magnetic resonance images
- dice similarity coefficient
- cardiac magnetic resonance
- intensity inhomogeneity
- mr brain
- mr imaging
- manual segmentation
- weakly supervised
- bias field
- mri data
- nonrigid registration
- tissue segmentation
- brain tissue
- image data
- contrast enhanced
- level set
- machine learning
- mental models
- inter patient
- semi supervised
- anatomical structures
- medical imaging
- medical image analysis
- inter subject
- segmentation method
- deformable models
- fully automatic
- segmentation algorithm
- object recognition
- image segmentation
- model based segmentation
- supervised learning
- shape variations
- high dimensional
- ct images