Deep learning segmentation of orbital fat to calibrate conventional MRI for longitudinal studies.
Robert A. BrownDumitru FetcoRobert FratilaGiulia FaddaShangge JiangNuha M. AlkhawajahE. Ann YehBrenda BanwellAmit Bar-OrDouglas L. ArnoldPublished in: NeuroImage (2020)
Keyphrases
- deep learning
- brain scans
- medical images
- unsupervised learning
- segmentation algorithm
- unsupervised feature learning
- medical imaging
- machine learning
- magnetic resonance imaging
- image segmentation
- mental models
- level set
- multiscale
- magnetic resonance images
- deep architectures
- mr images
- shape prior
- object segmentation
- segmentation method
- deformable models
- text mining
- partial volume
- high resolution