Estimating brain age based on a healthy population with deep learning and structural MRI.
Xinyang FengZachary C. LiptonJie YangScott A. SmallFrank A. ProvenzanoPublished in: CoRR (2019)
Keyphrases
- deep learning
- brain tissue
- white matter fiber
- white matter
- magnetic resonance imaging
- magnetic resonance images
- brain tumors
- unsupervised learning
- unsupervised feature learning
- medical images
- machine learning
- mri data
- deep architectures
- mr images
- human brain
- weakly supervised
- diffusion tensor imaging
- high resolution
- pattern recognition
- medical imaging
- information extraction
- learning algorithm
- decision making
- image processing
- cortical surface
- mental models
- multiscale